{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":110,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":110,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"49ff677de781","filters":{"venue":"Journal of Health Organization and Management"}},"results":[{"id":"W2286182763","doi":"10.1108/jhom-07-2014-0117","title":"Sustaining organizational culture change in health systems","year":2016,"lang":"en","type":"review","venue":"Journal of Health Organization and Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":187,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Nutrasource; Ministry of Health; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Organizational culture; Organizational change; Culture change; Business; Political science; Sociology; Public relations; Social science","authors":[{"name":"Cameron D. Willis","is_ca":true},{"name":"Jessie E. Saul","is_ca":false},{"name":"Helen Bevan","is_ca":false},{"name":"Mary Ann Scheirer","is_ca":false},{"name":"Allan Best","is_ca":true},{"name":"Trisha Greenhalgh","is_ca":false},{"name":"Russell Mannion","is_ca":false},{"name":"David Howland","is_ca":true},{"name":"Emily Jenkins","is_ca":true},{"name":"Jennifer Bitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4720861062192279,"gpt":0.6453405074773053,"spread":0.1732544012580775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03534949,0.0006518743,0.0009378546,0.002383324,0.003485809,0.01320073,0.003425112,0.002924929,0.002477813],"category_scores_gemma":[0.05287429,0.0004458068,0.001387353,0.002901833,0.009824617,0.007518518,0.007952355,0.003090989,0.0005298356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008673399,"about_ca_system_score_gemma":0.0386869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00432374,"about_ca_topic_score_gemma":0.006271519,"domain_scores_codex":[0.9614127,0.02879984,0.001831937,0.001487713,0.004116028,0.002351804],"domain_scores_gemma":[0.9618132,0.02362275,0.003629292,0.00378953,0.005086309,0.002058918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000714869,0.0004530655,0.008071314,0.03542889,0.001133676,0.0009530269,0.06001338,0.004474659,0.001734948,0.2498066,0.01232751,0.6255313],"study_design_scores_gemma":[0.0001800316,0.001658237,0.01783898,0.07163723,0.001170628,0.000992691,0.1161953,0.002406741,0.005812067,0.228427,0.5534527,0.0002283616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1420472,0.3837463,0.0744696,0.2068264,0.005817914,0.002958131,0.0003387826,0.0006798575,0.1831158],"genre_scores_gemma":[0.8393912,0.1022865,0.03799115,0.01531406,0.0007710193,0.001354185,0.0001345557,0.00008728719,0.002670106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03534949,"threshold_uncertainty_score":0.1869482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047352255","doi":"10.1108/14777260410538889","title":"Mission statements in Canadian hospitals","year":2004,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Organizational Strategy and Culture","field":"Business, Management and Accounting","cited_by":133,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Mission statement; Statement (logic); Context (archaeology); Criticism; Perspective (graphical); Order (exchange); Public relations; Subject (documents); Sociology; Management; Business; Accounting; Political science; Computer science; Economics; Law; History; Library science; Finance","authors":[{"name":"Christopher K. Bart","is_ca":true},{"name":"Maureen Hupfer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009570255320823128,"gpt":0.2630549908205185,"spread":0.2534847354996954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007934746,0.0003787717,0.0002228645,0.003286703,0.01488481,0.004244387,0.00118864,0.001090585,0.004444061],"category_scores_gemma":[0.03657339,0.0003212279,0.0002535424,0.005871072,0.004281476,0.001214946,0.00386901,0.002035402,0.0002408952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1274015,"about_ca_system_score_gemma":0.1787808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.976581,"about_ca_topic_score_gemma":0.9837819,"domain_scores_codex":[0.9905998,0.002027561,0.0004158149,0.0003376711,0.003900098,0.002719074],"domain_scores_gemma":[0.9614154,0.00578377,0.005746954,0.0005500856,0.0167352,0.009768567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003656306,0.0002978654,0.3019806,0.0007742101,0.00004688897,0.001433162,0.4033003,0.0008789365,0.001525942,0.04719388,0.1025246,0.139678],"study_design_scores_gemma":[0.00001893775,0.00008873114,0.4437635,0.0004686338,0.00001529116,0.0002246062,0.3953758,0.0005273523,0.0004143816,0.001676411,0.1572572,0.0001692092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9071147,0.002015774,0.0002569752,0.02510606,0.0002949159,0.0001762778,0.0007911375,0.00003037845,0.06421389],"genre_scores_gemma":[0.9922634,0.001030208,0.000234474,0.001066388,0.00002898035,0.00002762372,0.0002221245,0.00001124372,0.005115607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274015,"threshold_uncertainty_score":0.9243672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986800422","doi":"10.1108/14777260910984014","title":"Authentic leadership: a new theory for nursing or back to basics?","year":2009,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":128,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Western University","funders":"","keywords":"Authentic leadership; Construct (python library); Leadership studies; CLARITY; Shared leadership; Leadership development; Leadership style; Sociology; Psychology; Ethical leadership; Conceptual framework; Engineering ethics; Public relations; Social psychology; Political science; Computer science; Social science","authors":[{"name":"Carol Wong","is_ca":true},{"name":"Greta G. Cummings","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05251050528089571,"gpt":0.3042395931261984,"spread":0.2517290878453027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006165391,0.000504713,0.0007266098,0.001669341,0.002904791,0.007521718,0.001513809,0.002012496,0.005154205],"category_scores_gemma":[0.009221386,0.0002135395,0.0006925985,0.001487811,0.02472042,0.009859436,0.004633849,0.005491282,0.001107795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00373544,"about_ca_system_score_gemma":0.006275074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481889,"about_ca_topic_score_gemma":0.00146631,"domain_scores_codex":[0.9936969,0.00426359,0.0002341133,0.0004069872,0.001045129,0.0003533693],"domain_scores_gemma":[0.9930562,0.003648632,0.0005211995,0.000701274,0.0008493528,0.001223259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002621343,0.00005711621,0.001041225,0.0004024244,0.00001034528,0.0001175259,0.006839802,0.0002755731,0.00009002419,0.8903464,0.01297233,0.08782115],"study_design_scores_gemma":[0.000020454,0.00008732147,0.0005463403,0.00121228,0.000008106856,0.0002765633,0.005958508,0.0008573152,0.00006687779,0.8552105,0.1357335,0.00002209878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.028949,0.1270203,0.1589631,0.408678,0.01936913,0.0002851271,0.0001239259,0.0003185983,0.2562928],"genre_scores_gemma":[0.840132,0.05251881,0.0482472,0.02925289,0.008275878,0.0006266247,0.000139655,0.0001222594,0.02068471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007521718,"threshold_uncertainty_score":0.03260607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107263672","doi":"10.1108/jhom-03-2020-0074","title":"Organizational readiness for artificial intelligence in health care: insights for decision-making and practice","year":2020,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université de Montréal; Institut National d'Excellence en Santé et en Services Sociaux; CARE Canada; Centre Hospitalier de l’Université de Montréal; Institute of Health Services and Policy Research","funders":"","keywords":"Health care; Knowledge management; Context (archaeology); Health technology; Stakeholder; Value (mathematics); Business; Computer science; Process management; Public relations; Economics; Political science","authors":[{"name":"Hassane Alami","is_ca":true},{"name":"Pascale Lehoux","is_ca":true},{"name":"Jean‐Louis Denis","is_ca":true},{"name":"Aude Motulsky","is_ca":true},{"name":"Cécile Petitgand","is_ca":true},{"name":"Mathilde Savoldelli","is_ca":false},{"name":"Ronan Rouquet","is_ca":false},{"name":"Marie‐Pierre Gagnon","is_ca":true},{"name":"Denis Roy","is_ca":true},{"name":"Jean‐Paul Fortin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1144834315979577,"gpt":0.4448881613968192,"spread":0.3304047297988616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02453607,0.0005879203,0.0005649449,0.003703324,0.005272381,0.01824447,0.001845511,0.005308608,0.004644513],"category_scores_gemma":[0.03202336,0.0004176738,0.0006873826,0.002306342,0.02281162,0.009161382,0.007260141,0.005435394,0.0005630482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01067406,"about_ca_system_score_gemma":0.02219445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004289295,"about_ca_topic_score_gemma":0.004150609,"domain_scores_codex":[0.9776002,0.01691511,0.0006435851,0.0008474138,0.001700412,0.002293402],"domain_scores_gemma":[0.9451529,0.04058599,0.003094305,0.001197199,0.00361942,0.006350196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006628181,0.0006358296,0.02860426,0.0008730779,0.00009010389,0.001077886,0.06462628,0.002557242,0.0004909848,0.8072774,0.009692437,0.08400819],"study_design_scores_gemma":[0.00003422506,0.0001802806,0.0169315,0.002537246,0.00004469476,0.0004905402,0.2021091,0.005958788,0.0004577029,0.7275997,0.04354211,0.0001139754],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2424369,0.01347898,0.04987904,0.5230856,0.000711093,0.0005697815,0.0001553697,0.0001198226,0.1695634],"genre_scores_gemma":[0.9829778,0.002570415,0.009126076,0.004227553,0.00009012949,0.000136164,0.00003371017,0.00001306485,0.0008251016],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02453607,"threshold_uncertainty_score":0.1297607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118919108","doi":"10.1108/14777260911001644","title":"Building knowledge integration systems for evidence‐informed decisions","year":2009,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University of Waterloo; University of British Columbia; Vancouver Coastal Health Research Institute; Vancouver Coastal Health","funders":"","keywords":"Originality; Systems thinking; Action (physics); Knowledge management; Management science; Computer science; Work (physics); Value (mathematics); Field (mathematics); Engineering ethics; Process management; Sociology; Engineering; Artificial intelligence; Qualitative research","authors":[{"name":"Allan Best","is_ca":true},{"name":"Jennifer Terpstra","is_ca":true},{"name":"Gregg Moor","is_ca":true},{"name":"Barbara Riley","is_ca":true},{"name":"Cameron D. Norman","is_ca":true},{"name":"Russell E. Glasgow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4903320022068914,"gpt":0.6501603008177345,"spread":0.159828298610843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1015947,0.002424667,0.002629118,0.01761278,0.005174558,0.02588897,0.007406326,0.007500472,0.01211794],"category_scores_gemma":[0.1343757,0.002134375,0.004683847,0.01321224,0.01217906,0.03803397,0.02147485,0.006175541,0.003356401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01287875,"about_ca_system_score_gemma":0.03095762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006747361,"about_ca_topic_score_gemma":0.006575335,"domain_scores_codex":[0.910863,0.06339359,0.007373923,0.006120903,0.01056533,0.001683319],"domain_scores_gemma":[0.8521323,0.1030786,0.01008088,0.01983352,0.01222535,0.002649379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009345327,0.0003516622,0.003618044,0.002621386,0.0005855786,0.000254336,0.006104607,0.03699476,0.0005164055,0.7113499,0.007391882,0.230118],"study_design_scores_gemma":[0.000116751,0.0001164084,0.0007689979,0.004345997,0.0002279853,0.00009699167,0.003589392,0.04055274,0.0008972055,0.8714916,0.07765391,0.0001419557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006211971,0.002985817,0.9312855,0.0206633,0.000316518,0.001859984,0.0004024137,0.001044434,0.03523008],"genre_scores_gemma":[0.07016907,0.001619353,0.9232126,0.0008889703,0.0001152341,0.002107156,0.0005628051,0.00009521368,0.001229571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1015947,"threshold_uncertainty_score":0.5372907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591593879","doi":"10.1108/jhom-04-2016-0067","title":"Bridging complexity theory and resilience to develop surge capacity in health systems","year":2017,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Disaster Response and Management","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Bridging (networking); Resilience (materials science); Surge Capacity; Surge; Healthcare system; Computer science; Sociology; Health care; Process management; Environmental resource management; Business; Risk analysis (engineering); Operations management; Engineering; Medicine; Economics; Economic growth; Computer security","authors":[{"name":"Marie‐Christine Therrien","is_ca":true},{"name":"Julie-Maude Normandin","is_ca":true},{"name":"Jean‐Louis Denis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1151285786404918,"gpt":0.4075195119724834,"spread":0.2923909333319916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007333393,0.0006881019,0.0005342382,0.003385138,0.003723221,0.005586597,0.0011518,0.001458473,0.003746131],"category_scores_gemma":[0.01160917,0.0003116407,0.000892139,0.001588667,0.02901593,0.008809693,0.007549834,0.003062272,0.0002118278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008847079,"about_ca_system_score_gemma":0.008674932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003485654,"about_ca_topic_score_gemma":0.003114644,"domain_scores_codex":[0.9934495,0.004677059,0.000214512,0.0004033843,0.0007462895,0.0005092316],"domain_scores_gemma":[0.9867085,0.009272592,0.001248472,0.0008134776,0.0008684437,0.001088496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000125562,0.00003042953,0.002467923,0.0001726021,0.00002714031,0.0001408023,0.007346057,0.004578906,0.0001342591,0.9721621,0.001544933,0.0113822],"study_design_scores_gemma":[0.00001366059,0.0000511155,0.002499385,0.0003326019,0.00001785518,0.0001272698,0.00848723,0.0101679,0.0001762317,0.9609602,0.01713516,0.00003138925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1384969,0.007841632,0.5047848,0.1038098,0.0009509771,0.0006763471,0.0001744448,0.0002437654,0.2430215],"genre_scores_gemma":[0.9704891,0.001135971,0.025285,0.0009954205,0.000155134,0.0002313298,0.00003430674,0.00002432853,0.001649383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008847079,"threshold_uncertainty_score":0.06419033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055055504","doi":"10.1108/14777260510592121","title":"Telehealth adoption in hospitals:an organisational perspective","year":2005,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal; Université Laval","funders":"","keywords":"Telehealth; Context (archaeology); Nursing; Health care; Originality; Relevance (law); Business; Medicine; Qualitative research; Psychology; Telemedicine; Sociology; Political science","authors":[{"name":"Marie‐Pierre Gagnon","is_ca":true},{"name":"Lise Lamothe","is_ca":true},{"name":"Jean‐Paul Fortin","is_ca":true},{"name":"Alain Cloutier","is_ca":true},{"name":"Gaston Godin","is_ca":true},{"name":"Camille Gagné","is_ca":true},{"name":"Daniel Reinharz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01497501283352135,"gpt":0.3430354233742157,"spread":0.3280604105406943,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004970518,0.0002540699,0.0001929113,0.001784222,0.003294211,0.005634314,0.00102294,0.001185118,0.00272547],"category_scores_gemma":[0.01055302,0.0001920018,0.0002338231,0.001843233,0.004681825,0.002571646,0.002316612,0.001175296,0.000176072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01457817,"about_ca_system_score_gemma":0.01124849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06803919,"about_ca_topic_score_gemma":0.09559173,"domain_scores_codex":[0.9896879,0.007171158,0.0002247998,0.0003118751,0.001119633,0.001484698],"domain_scores_gemma":[0.9794637,0.0110268,0.003854729,0.0003914855,0.002726781,0.002536511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002543496,0.0009956529,0.494895,0.0009218617,0.0001378074,0.004361647,0.341158,0.002893351,0.002089674,0.05490331,0.003139117,0.0942502],"study_design_scores_gemma":[0.00003282641,0.0005589054,0.3715807,0.0009239044,0.00006020905,0.001027309,0.5865849,0.002251,0.0007695205,0.00369478,0.03244934,0.00006674712],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588095,0.001549289,0.002312461,0.01298768,0.00003846814,0.0000622221,0.00004597742,0.000008984664,0.02418529],"genre_scores_gemma":[0.9982236,0.0004729394,0.0003297842,0.0003306612,0.00001805841,0.00001341336,0.00001142839,0.000001928228,0.0005982473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06803919,"threshold_uncertainty_score":0.1352863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043186531","doi":"10.1108/14777261211276989","title":"Shared mental models of integrated care: aligning multiple stakeholder perspectives","year":2012,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Knowledge management; Integrated care; Stakeholder; Construct (python library); Process management; Stakeholder engagement; Health care; Computer science; Business; Public relations","authors":[{"name":"Jenna M. Evans","is_ca":true},{"name":"G. Ross Baker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05885066959084102,"gpt":0.3902044626227255,"spread":0.3313537930318845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03123229,0.001021696,0.0006875169,0.003692362,0.005350465,0.01335396,0.002956719,0.003743937,0.001760845],"category_scores_gemma":[0.03488343,0.0008107669,0.001760547,0.001785507,0.03372561,0.01532681,0.01459907,0.007156735,0.0001956114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01036377,"about_ca_system_score_gemma":0.01232993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006282312,"about_ca_topic_score_gemma":0.005142211,"domain_scores_codex":[0.9604887,0.03189291,0.0009314494,0.0012223,0.0036802,0.001784367],"domain_scores_gemma":[0.9665434,0.02045877,0.003431699,0.003128641,0.003185456,0.003252054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008026004,0.0001355649,0.01141792,0.0003078129,0.0001359558,0.0009214914,0.4261228,0.002585634,0.0008298609,0.5287451,0.00211325,0.02660436],"study_design_scores_gemma":[0.00005900798,0.0002097794,0.005761161,0.0009452169,0.0001432378,0.001094739,0.3428423,0.01414621,0.0005932008,0.6078005,0.02625729,0.0001474529],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4893005,0.005142642,0.270466,0.1068072,0.0005393224,0.0008722191,0.0001328026,0.0002037549,0.1265356],"genre_scores_gemma":[0.9767798,0.0006801066,0.01998297,0.001564964,0.00004405446,0.000181627,0.00004746074,0.00001718884,0.0007018762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03123229,"threshold_uncertainty_score":0.1651741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038316697","doi":"10.1108/jhom-06-2012-0116","title":"The role of organisational justice, burnout and commitment in the understanding of absenteeism in the Canadian healthcare sector","year":2013,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University; HEC Montréal","funders":"","keywords":"Absenteeism; Injustice; Procedural justice; Burnout; Interactional justice; Distributive justice; Health care; Organizational justice; Social psychology; Psychology; Economic Justice; Public relations; Perception; Organizational commitment; Political science; Clinical psychology","authors":[{"name":"Denis Chênevert","is_ca":true},{"name":"Nina D. Cole","is_ca":true},{"name":"Brigitte Banville","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03202697023220142,"gpt":0.3269719052111198,"spread":0.2949449349789184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006331252,0.0003743983,0.000494981,0.002707208,0.0100522,0.004707881,0.001929331,0.000785925,0.001723155],"category_scores_gemma":[0.0156916,0.0002722719,0.0004921765,0.001937339,0.009303418,0.001825869,0.004047578,0.002261295,0.00007166748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04688257,"about_ca_system_score_gemma":0.07503485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9610875,"about_ca_topic_score_gemma":0.9650874,"domain_scores_codex":[0.9952135,0.001456768,0.000173695,0.000234548,0.00168611,0.001235386],"domain_scores_gemma":[0.9910483,0.003100479,0.001437742,0.0002174208,0.002283961,0.001912095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00012256,0.0001938533,0.445652,0.0005803407,0.00009452106,0.0005973015,0.459929,0.0007289705,0.0007584106,0.01759125,0.00297755,0.07077429],"study_design_scores_gemma":[0.00001213985,0.00004794362,0.7077612,0.0006410143,0.00004311333,0.0001700949,0.2774229,0.001072206,0.0001280877,0.005002421,0.007608369,0.00009054785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719553,0.003408808,0.001246293,0.010472,0.00005994989,0.00006436698,0.00006538361,0.000009726482,0.01271813],"genre_scores_gemma":[0.9986065,0.0005297123,0.0002055934,0.0002366727,0.000006042853,0.000008942946,0.00001473281,0.000001772894,0.0003899807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04688257,"threshold_uncertainty_score":0.3401585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007513036","doi":"10.1108/14777260710751762","title":"Nurse retention strategies: advice from experienced registered nurses","year":2007,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Nursing education and management","field":"Nursing","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Qualitative research; Context (archaeology); Nursing; Feeling; Originality; Retention Management; Perception; Medicine; Psychology; Public relations; Social psychology; Sociology; Political science","authors":[{"name":"Marie Dietrich Leurer","is_ca":true},{"name":"Glenn Donnelly","is_ca":true},{"name":"Elizabeth Domm","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02614664918549792,"gpt":0.345989391122238,"spread":0.3198427419367401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006992095,0.0004677046,0.00046597,0.0003021493,0.002291687,0.001556048,0.001534545,0.002474815,0.003428868],"category_scores_gemma":[0.02089832,0.0002583769,0.0005614731,0.0003272603,0.0009383435,0.001912612,0.00184861,0.002393595,0.001588577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231856,"about_ca_system_score_gemma":0.003393071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002602951,"about_ca_topic_score_gemma":0.01265114,"domain_scores_codex":[0.9960299,0.002575967,0.0002504095,0.0001696926,0.0006298605,0.0003442139],"domain_scores_gemma":[0.9909175,0.005119443,0.000510352,0.0003078679,0.002070142,0.001074771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003586801,0.001320994,0.03252567,0.003040923,0.0000754838,0.01481221,0.356285,0.0005112487,0.003189979,0.001214748,0.09727788,0.4893871],"study_design_scores_gemma":[0.0001792567,0.001883801,0.01147447,0.005148562,0.0001301822,0.02273066,0.6829013,0.0008378615,0.002620625,0.003389474,0.2685414,0.0001624552],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7862374,0.02166058,0.02177963,0.08780845,0.003302734,0.0009404263,0.0002339804,0.0006487558,0.07738808],"genre_scores_gemma":[0.8697753,0.01635342,0.0372329,0.03068547,0.0005588665,0.0008296932,0.0002449871,0.0001752509,0.04414412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006992095,"threshold_uncertainty_score":0.03697819,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2173163789","doi":"10.1108/jhom-06-2014-0099","title":"The impact of mindfulness on leadership effectiveness in a health care setting: a pilot study","year":2015,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Mount Allison University","funders":"","keywords":"Mindfulness; Intervention (counseling); Psychology; Health care; Nursing; Leadership development; Qualitative research; Empirical research; Applied psychology; Medicine; Clinical psychology; Public relations; Political science; Sociology","authors":[{"name":"Louise Wasylkiw","is_ca":true},{"name":"Judith A. Holton","is_ca":true},{"name":"Rima Azar","is_ca":true},{"name":"William L. Cook","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0903484756593877,"gpt":0.4052395843491685,"spread":0.3148911086897808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003346895,0.0004705574,0.0004655498,0.0004962675,0.001527137,0.0007502349,0.0007769561,0.0006770113,0.001918344],"category_scores_gemma":[0.004500225,0.0003631676,0.0004771576,0.0002091041,0.0008682593,0.0004773906,0.00108612,0.001228399,0.0002996992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008606948,"about_ca_system_score_gemma":0.00272742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00208966,"about_ca_topic_score_gemma":0.005431517,"domain_scores_codex":[0.9985259,0.0007236623,0.00006620933,0.0001234789,0.0002191414,0.0003416819],"domain_scores_gemma":[0.9961074,0.001523905,0.0003531419,0.0002758847,0.0005555283,0.00118422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.008646826,0.3145712,0.1646018,0.002179736,0.0002213108,0.00285305,0.1360846,0.0005294439,0.04952537,0.0003371502,0.001543761,0.3189058],"study_design_scores_gemma":[0.004086395,0.370658,0.5322757,0.0004801159,0.000253998,0.0009960082,0.07269745,0.001259926,0.01234874,0.0003222148,0.004515355,0.0001061794],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988053,0.00003924462,0.0001549014,0.00004926182,0.000006214827,0.0006190719,0.00001193017,0.000006386682,0.0003077364],"genre_scores_gemma":[0.9962834,0.0001025267,0.001818145,0.000121661,0.00001686345,0.001179173,0.00002301664,0.000002599082,0.0004527584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003346895,"threshold_uncertainty_score":0.01770025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1590613745","doi":"10.1108/14777261211230781","title":"Radical change in healthcare organization","year":2012,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge; University of Ottawa","funders":"","keywords":"Incentive; Originality; Health care; Process management; Change management (ITSM); Knowledge management; Process (computing); Resource (disambiguation); Value (mathematics); Service delivery framework; Computer science; Business; Qualitative research; Service (business); Marketing; Political science; Sociology; Economics","authors":[{"name":"Samia Chreim","is_ca":true},{"name":"Bill Williams","is_ca":true},{"name":"Kristene E. Coller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05988954825574996,"gpt":0.2821304196105502,"spread":0.2222408713548002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009849167,0.0002980533,0.0001919088,0.001316346,0.00606034,0.007005795,0.001119919,0.001532773,0.004059048],"category_scores_gemma":[0.01526134,0.0001613161,0.0004427583,0.001069937,0.0271042,0.00355092,0.007273103,0.002406501,0.0003800716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007281711,"about_ca_system_score_gemma":0.008654731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002068844,"about_ca_topic_score_gemma":0.002341214,"domain_scores_codex":[0.9866345,0.008435064,0.0003154392,0.0008855793,0.002144289,0.001585141],"domain_scores_gemma":[0.987704,0.004992287,0.002064898,0.002050559,0.001514472,0.001673807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000025038,0.0001599321,0.01088524,0.0003319887,0.00003900944,0.0004554127,0.07061484,0.001276533,0.0004884672,0.8199583,0.007178397,0.08858691],"study_design_scores_gemma":[0.00004418075,0.0002584787,0.01754707,0.0005641518,0.00002351857,0.0007270069,0.07499998,0.001572701,0.001021005,0.5642943,0.3388776,0.00007004134],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3833323,0.007490786,0.06044034,0.08170316,0.001823069,0.0007779652,0.00008355718,0.0003054384,0.4640433],"genre_scores_gemma":[0.9879468,0.0005471823,0.004256387,0.001736097,0.0001355503,0.0001028827,0.00002234337,0.00002229824,0.005230503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009849167,"threshold_uncertainty_score":0.05283272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024923092","doi":"10.1108/14777261111116806","title":"Key organizational commitment antecedents for nurses, paramedical professionals and non‐clinical staff","year":2011,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Key (lock); Organizational commitment; Nursing; Nurse manager; Psychology; Medicine; Social psychology; Computer science","authors":[{"name":"Sinan Çayköylü","is_ca":true},{"name":"Carolyn P. Egri","is_ca":true},{"name":"Stephen J. Havlovic","is_ca":false},{"name":"Christine Bradley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03974853363832524,"gpt":0.3351561919042746,"spread":0.2954076582659494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00298276,0.0002957422,0.0003358994,0.001281825,0.001747423,0.001342038,0.0005331595,0.0006731334,0.008948496],"category_scores_gemma":[0.01593007,0.0002792698,0.0004685969,0.0008871919,0.0009014786,0.000620015,0.002209811,0.00215873,0.0003380851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520236,"about_ca_system_score_gemma":0.004019639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00443617,"about_ca_topic_score_gemma":0.008036951,"domain_scores_codex":[0.9981322,0.0005952452,0.0001760518,0.0001866861,0.0005646714,0.0003451296],"domain_scores_gemma":[0.9840163,0.005521278,0.004567968,0.0006790692,0.001495317,0.003720145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001427124,0.001044496,0.97098,0.0001612074,0.00007228368,0.0001216024,0.002111402,0.0002207041,0.0002495268,0.001986995,0.000473061,0.02243602],"study_design_scores_gemma":[0.00002362901,0.0001532604,0.9909174,0.000161361,0.00005689409,0.0001405178,0.005499529,0.0006284924,0.0002298088,0.001432331,0.0007464166,0.00001040534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949043,0.0003394016,0.0006014132,0.0008716944,0.0000398087,0.00008887306,0.00009884108,0.000008272208,0.003047412],"genre_scores_gemma":[0.9986117,0.0001546761,0.0005857451,0.00007396913,0.00001358404,0.00006089934,0.0001109259,0.000002656665,0.0003858376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008948496,"threshold_uncertainty_score":0.02993572,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3197139456","doi":"10.1108/jhom-02-2021-0051","title":"Practical strategies and the need for psychological support: recommendations from nurses working in hospitals during the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Windsor","funders":"","keywords":"Pandemic; Thematic analysis; Workforce; Nursing; Workload; Health care; Psychology; Burnout; Medicine; Emotional exhaustion; Qualitative research; Coronavirus disease 2019 (COVID-19); Disease; Political science; Sociology","authors":[{"name":"Jody Ralph","is_ca":true},{"name":"Laurie Freeman‐Gibb","is_ca":true},{"name":"A. Dana Ménard","is_ca":true},{"name":"Kendall Soucie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1147967690852557,"gpt":0.4756423179087116,"spread":0.3608455488234559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01631044,0.001039464,0.0005923474,0.001409188,0.009090246,0.007296551,0.002277744,0.003740236,0.001891959],"category_scores_gemma":[0.04029575,0.0006210385,0.0006028581,0.00088901,0.008261778,0.005057788,0.007370914,0.005580661,0.000475714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004541947,"about_ca_system_score_gemma":0.01916464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007245766,"about_ca_topic_score_gemma":0.02041391,"domain_scores_codex":[0.98246,0.01354808,0.0007690807,0.0005550022,0.001376697,0.001291069],"domain_scores_gemma":[0.9694141,0.01916767,0.002786367,0.000906004,0.003823343,0.00390257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004159272,0.0001643168,0.01052383,0.001267152,0.00002848611,0.001824958,0.9305146,0.00009543577,0.0006942812,0.002274301,0.008287442,0.04428353],"study_design_scores_gemma":[0.000009326352,0.00005268518,0.002684009,0.0008650254,0.00001248314,0.0005398786,0.9756032,0.00007518105,0.0001605757,0.0009956168,0.01896891,0.00003315956],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7779373,0.01260868,0.009848163,0.161059,0.002306582,0.001001661,0.0001613313,0.000226765,0.03485062],"genre_scores_gemma":[0.9564036,0.009192048,0.0138912,0.01514372,0.0001630224,0.0006865194,0.00009801918,0.00006042076,0.004361507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01631044,"threshold_uncertainty_score":0.08625889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1582841316","doi":"10.1108/jhom-03-2013-0057","title":"Healthcare system performance improvement","year":2014,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Scope (computer science); Health care; Business; Quality (philosophy); Quality management; Information technology; Information system; Key (lock); Healthcare system; Marketing; Process management; Knowledge management; Economic growth; Computer science; Political science; Economics","authors":[{"name":"Robin Gauld","is_ca":false},{"name":"Jako Burgers","is_ca":false},{"name":"Mark Dobrow","is_ca":true},{"name":"Rubin Minhas","is_ca":false},{"name":"Claus Wendt","is_ca":false},{"name":"Alan Cohen","is_ca":false},{"name":"Karen Luxford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01961851182404478,"gpt":0.342778712549963,"spread":0.3231602007259182,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02229688,0.0007445964,0.0004002444,0.002386599,0.001494157,0.004531208,0.000999247,0.0009693552,0.01036847],"category_scores_gemma":[0.03926969,0.0001342544,0.0006383662,0.004250189,0.001749912,0.002173737,0.0037886,0.001207669,0.001153962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007549956,"about_ca_system_score_gemma":0.01612008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005365441,"about_ca_topic_score_gemma":0.003825267,"domain_scores_codex":[0.9670094,0.02031079,0.001927864,0.001994882,0.005207416,0.003549691],"domain_scores_gemma":[0.9627262,0.01290131,0.00784132,0.003058342,0.01033595,0.003136902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003480199,0.000891094,0.2881468,0.004908611,0.0007777513,0.000138985,0.005082538,0.01475346,0.001295229,0.1298045,0.05557806,0.4982748],"study_design_scores_gemma":[0.0002639742,0.002996311,0.5667886,0.005876748,0.0005640925,0.0005499192,0.01256183,0.008178045,0.006420693,0.05703575,0.338631,0.0001331096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4257233,0.02586539,0.03246469,0.1216248,0.001967687,0.001150126,0.004437359,0.0009853769,0.3857813],"genre_scores_gemma":[0.9842342,0.003009811,0.006097373,0.00230739,0.0002915035,0.0001650135,0.0007681731,0.00003018958,0.00309648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02229688,"threshold_uncertainty_score":0.1179186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2344064505","doi":"10.1108/jhom-12-2014-0206","title":"Using systems thinking to support clinical system transformation","year":2016,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Innovation Council; Canadian Patient Safety Institute; Nutrasource","funders":"Michael Smith Health Research BC","keywords":"Process management; Context (archaeology); Scope (computer science); Change management (ITSM); Knowledge management; Health care; Systems thinking; Process (computing); Action research; Scale (ratio); Computer science; Management science; Psychology; Operations management; Business; Political science; Engineering","authors":[{"name":"Allan Best","is_ca":true},{"name":"Alex Berland","is_ca":true},{"name":"Carol P. Herbert","is_ca":true},{"name":"Jennifer Bitz","is_ca":true},{"name":"Marlies W van Dijk","is_ca":false},{"name":"Christina M. Krause","is_ca":true},{"name":"D. Douglas Cochrane","is_ca":true},{"name":"Kevin Noel","is_ca":true},{"name":"Julian Marsden","is_ca":true},{"name":"Shari McKeown","is_ca":true},{"name":"John S. Millar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5810853697506853,"gpt":0.6561358650035265,"spread":0.07505049525284124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02406379,0.001227877,0.0005541381,0.004979901,0.00550766,0.01484956,0.003262394,0.002876261,0.004987151],"category_scores_gemma":[0.02081714,0.0006344643,0.001521344,0.0028822,0.02257494,0.0100636,0.009651124,0.004275416,0.0005496287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01360363,"about_ca_system_score_gemma":0.02573426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009281135,"about_ca_topic_score_gemma":0.01160591,"domain_scores_codex":[0.9772127,0.01783654,0.0007710548,0.001477551,0.001769764,0.0009323929],"domain_scores_gemma":[0.9654084,0.02670196,0.001445822,0.002684567,0.002139236,0.001620106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006982998,0.0002633396,0.007842886,0.001481289,0.0001792616,0.001008551,0.1132714,0.02191587,0.001775814,0.7093014,0.008645678,0.1342447],"study_design_scores_gemma":[0.0001306579,0.0002275538,0.00195255,0.001799587,0.0001082864,0.0004875223,0.05600193,0.03387631,0.002309568,0.7560388,0.1469757,0.0000916022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0652268,0.004473223,0.7216629,0.04589168,0.0008913484,0.001632924,0.0001647468,0.001657275,0.158399],"genre_scores_gemma":[0.5885627,0.0017771,0.4005958,0.001960521,0.0001487795,0.001319674,0.0001493137,0.0002047684,0.005281283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02406379,"threshold_uncertainty_score":0.1272629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2556232922","doi":"10.1108/jhom-06-2016-0123","title":"The institutional logic of integrated care: an ethnography of patient transitions","year":2017,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; Women's College Hospital","funders":"Canadian Institutes of Health Research","keywords":"Public relations; General partnership; Originality; Health care; Interpersonal communication; Sociology; Institutional logic; Nursing; Integrated care; Qualitative research; Business; Medicine; Political science; Economic growth; Economics; Social science","authors":[{"name":"James Shaw","is_ca":true},{"name":"Pia Kontos","is_ca":true},{"name":"Wendy Martin","is_ca":false},{"name":"Christina Victor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05440668721938115,"gpt":0.3729169703181123,"spread":0.3185102830987312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0120936,0.000584231,0.0007045151,0.001826751,0.008763698,0.006093835,0.002101793,0.001598277,0.002967492],"category_scores_gemma":[0.02080099,0.0007433497,0.000444935,0.001798472,0.01262028,0.007752107,0.008230642,0.004119645,0.0003041339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004705466,"about_ca_system_score_gemma":0.004828305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008174731,"about_ca_topic_score_gemma":0.01496374,"domain_scores_codex":[0.9823385,0.0148481,0.0003849333,0.0007233765,0.0005511998,0.001153848],"domain_scores_gemma":[0.9773968,0.01862871,0.001264172,0.000997148,0.0006215031,0.001091667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003103384,0.00006562726,0.002736037,0.00006634743,0.000004915599,0.0007639708,0.9898552,0.00005319911,0.0002159995,0.001758928,0.0003584024,0.004090331],"study_design_scores_gemma":[0.000008546661,0.0000723772,0.00195612,0.0001785973,0.0000069451,0.0004814439,0.9872322,0.0001406559,0.0001692645,0.001081846,0.008654498,0.00001747004],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715774,0.00153971,0.009153697,0.004626769,0.0001274715,0.0005373369,0.0001945687,0.00004674802,0.01219627],"genre_scores_gemma":[0.9936967,0.0009386219,0.002817946,0.0007228886,0.000039566,0.0002829612,0.00006612682,0.00003423868,0.001400869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120936,"threshold_uncertainty_score":0.06395787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059688641","doi":"10.1108/14777261011047327","title":"Critical perspectives in the study of nursing work","year":2010,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Nursing education and management","field":"Nursing","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Extant taxon; Work (physics); Sociology; Nursing research; Nursing; Engineering ethics; Medicine","authors":[{"name":"Sarah Wall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02748688817754623,"gpt":0.3796421856054393,"spread":0.3521552974278931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04399619,0.001508462,0.001325586,0.007724102,0.01355175,0.0168322,0.003068147,0.007118877,0.004349719],"category_scores_gemma":[0.05015349,0.0005814398,0.0008420516,0.004411874,0.1000591,0.01638215,0.01004599,0.01280148,0.0005905395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0125111,"about_ca_system_score_gemma":0.01193068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002578436,"about_ca_topic_score_gemma":0.002526397,"domain_scores_codex":[0.9344031,0.05737019,0.001461833,0.001834991,0.003617082,0.00131277],"domain_scores_gemma":[0.8292655,0.1541328,0.004872111,0.002627331,0.006194307,0.002908028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002163082,0.00003647878,0.0003291612,0.0007060107,0.0000116619,0.0002911525,0.1099564,0.0001531191,0.00006893917,0.8654896,0.009551291,0.0133845],"study_design_scores_gemma":[0.00002180825,0.0000384717,0.000264205,0.00248347,0.00001031862,0.000326887,0.06585512,0.0002762336,0.0000889335,0.7346891,0.1959175,0.00002799132],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01870572,0.3016078,0.06643982,0.3540707,0.017357,0.0004867304,0.0001012687,0.0001185897,0.2411124],"genre_scores_gemma":[0.7501982,0.1174466,0.04454385,0.04559777,0.02253772,0.001929377,0.0000976015,0.0001918451,0.01745692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04399619,"threshold_uncertainty_score":0.2326769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014911424","doi":"10.1108/14777260610662726","title":"Home care outsourcing strategy","year":2006,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Outsourcing; Business; Nonprobability sampling; Public sector; Local government; Best value; Order (exchange); Private sector; Government (linguistics); Value (mathematics); Marketing; Public relations; Operations management; Economics; Finance; Public administration; Economic growth; Medicine; Population","authors":[{"name":"Paul R. Drake","is_ca":false},{"name":"Bethan M. Davies","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02728806047203525,"gpt":0.332891953900936,"spread":0.3056038934289007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003044105,0.0005572166,0.0002210652,0.001472122,0.002278743,0.0057586,0.001378644,0.001148999,0.02372693],"category_scores_gemma":[0.003247383,0.0001741674,0.0004983548,0.002469115,0.001522379,0.002519833,0.005975216,0.001173563,0.005015443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00774966,"about_ca_system_score_gemma":0.01910486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01187032,"about_ca_topic_score_gemma":0.01638781,"domain_scores_codex":[0.9970169,0.0007498621,0.0001951234,0.0002846821,0.0009182868,0.0008351836],"domain_scores_gemma":[0.9978502,0.0002911742,0.0002508279,0.0001686556,0.000783635,0.0006554287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008487923,0.0004129405,0.02763708,0.00123848,0.00007043697,0.00217143,0.01655723,0.001471778,0.001476334,0.4036437,0.08413091,0.4611048],"study_design_scores_gemma":[0.00004489904,0.0002353067,0.02560956,0.002527972,0.00005073565,0.003605444,0.05864476,0.002284387,0.002141422,0.03368754,0.8711258,0.00004221678],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1569816,0.005275542,0.01589137,0.0335893,0.0005054607,0.001175589,0.0005029785,0.0002179434,0.7858602],"genre_scores_gemma":[0.7829714,0.007383791,0.01416958,0.006795462,0.0002260742,0.0006663403,0.0006954795,0.0001058287,0.1869861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02372693,"threshold_uncertainty_score":0.07937455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1500229388","doi":"10.1108/14777260910960911","title":"Determinants of out‐of‐pocket expenditures on prescribed medications in Tajikistan","year":2009,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Poverty; Waiver; Health care; Originality; Medicine; Population; Perspective (graphical); Public economics; Business; Value (mathematics); Actuarial science; Economic growth; Environmental health; Economics; Psychology; Political science","authors":[{"name":"Nazim Habibov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02888616298595557,"gpt":0.2937284438545376,"spread":0.264842280868582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000370051,0.0002408924,0.0002061945,0.0005940489,0.0003987928,0.0006426228,0.000314206,0.0001776236,0.00357967],"category_scores_gemma":[0.001663765,0.0002049735,0.0003909392,0.001484125,0.0003532355,0.0003776116,0.0006045036,0.0005671573,0.00021208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009408659,"about_ca_system_score_gemma":0.001688348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08438362,"about_ca_topic_score_gemma":0.08914798,"domain_scores_codex":[0.9997173,0.00007445061,0.0000278135,0.00002979296,0.00004201256,0.0001085873],"domain_scores_gemma":[0.9985911,0.0002198989,0.0009057091,0.0000545312,0.00009854672,0.0001302065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003271328,0.0000505836,0.994443,0.00003903995,0.00007131716,0.0001662138,0.0002683268,0.0004974097,0.000120162,0.0002573229,0.0003769747,0.003677011],"study_design_scores_gemma":[0.000001686982,0.00001283548,0.9983153,0.00001994206,0.00001957261,0.00007028909,0.0005595361,0.0005444174,0.00003648175,0.00004569539,0.0003719892,0.000002241238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977409,0.0001527337,0.00007569317,0.0003358672,0.000003291259,0.000006677564,0.0007808752,0.000002629647,0.0009012929],"genre_scores_gemma":[0.9992706,0.0001817667,0.00006457154,0.00002357719,0.000003131976,0.000003657058,0.000254301,9.443279e-7,0.0001975175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08438362,"threshold_uncertainty_score":0.1677849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996427459","doi":"10.1108/14777261011047336","title":"What can be expected of information and communication technologies in terms of patient empowerment in health?","year":2010,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Empowerment; Information and Communications Technology; Public relations; Sociology; Autonomy; Personalization; Value (mathematics); Knowledge management; Argument (complex analysis); Business; Computer science; Medicine; Political science; Marketing","authors":[{"name":"Marc Lemire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01530681453283241,"gpt":0.3642599077185921,"spread":0.3489530931857597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03933692,0.0007072556,0.001084095,0.001704939,0.002420033,0.01217158,0.00192011,0.007283518,0.007907554],"category_scores_gemma":[0.0829245,0.0003989989,0.001035791,0.001936108,0.0253443,0.02475843,0.004852439,0.004416007,0.0006494178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004125768,"about_ca_system_score_gemma":0.004695071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001208535,"about_ca_topic_score_gemma":0.001100266,"domain_scores_codex":[0.9404825,0.05110238,0.000952898,0.001495972,0.003901172,0.002065218],"domain_scores_gemma":[0.8808921,0.1070925,0.004140154,0.002852484,0.002907102,0.002115601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006895341,0.0004727402,0.02008551,0.005932639,0.0002946319,0.0009733675,0.03354128,0.001143794,0.0003682207,0.7635444,0.01064885,0.162305],"study_design_scores_gemma":[0.0002227215,0.0006845614,0.01860654,0.01379573,0.0003549768,0.002439543,0.09525295,0.002013,0.001298948,0.7680296,0.09718283,0.0001185668],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07751556,0.08697453,0.01300327,0.6554683,0.002109998,0.0001377647,0.0001833806,0.0001135729,0.1644936],"genre_scores_gemma":[0.9622799,0.0155069,0.002521172,0.01699113,0.001164934,0.0001925419,0.0000314337,0.00001998471,0.001292123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03933692,"threshold_uncertainty_score":0.208036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972871606","doi":"10.1108/jhom-02-2013-0024","title":"The rules of engagement: physician engagement strategies in intergroup contexts","year":2014,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba; Winnipeg Regional Health Authority","funders":"","keywords":"Rules of engagement; Psychology; Medicine; Nursing; Public relations; Political science","authors":[{"name":"Sara A. Kreindler","is_ca":true},{"name":"Bridget K. Larson","is_ca":false},{"name":"Frances M. Wu","is_ca":false},{"name":"Josette N. Gbemudu","is_ca":false},{"name":"Kathleen L. Carluzzo","is_ca":false},{"name":"Ashley Struthers","is_ca":true},{"name":"Aricca D. Van Citters","is_ca":false},{"name":"Stephen M. Shortell","is_ca":false},{"name":"Eugene C. Nelson","is_ca":false},{"name":"Elliott S. Fisher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01353075686086921,"gpt":0.2466705742163759,"spread":0.2331398173555067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03598982,0.0006869776,0.0006006629,0.002709066,0.01078138,0.01854875,0.002184202,0.005137052,0.006826347],"category_scores_gemma":[0.05571634,0.0006545403,0.0007272776,0.001505997,0.04169286,0.01547389,0.01506396,0.005028423,0.001408514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004270511,"about_ca_system_score_gemma":0.007173271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538072,"about_ca_topic_score_gemma":0.001964474,"domain_scores_codex":[0.9177199,0.07017297,0.001493866,0.003311437,0.004497696,0.002804118],"domain_scores_gemma":[0.9485265,0.03657504,0.0044326,0.003558119,0.002508874,0.004398937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001913594,0.0002258233,0.01744818,0.0007123302,0.00006044559,0.001194437,0.4947929,0.0005419564,0.001264282,0.3699013,0.006931066,0.106736],"study_design_scores_gemma":[0.0001131303,0.0003640754,0.01173474,0.001385567,0.00006224884,0.001438464,0.370458,0.002641761,0.001354683,0.4043184,0.2060223,0.0001064198],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2427053,0.006123751,0.1517486,0.08942553,0.001206158,0.00145692,0.0001045635,0.0003624687,0.5068666],"genre_scores_gemma":[0.9703936,0.0007749622,0.01792825,0.002235541,0.000131753,0.0007177513,0.00004157101,0.0000773809,0.007699161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03598982,"threshold_uncertainty_score":0.1903346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2604716893","doi":"10.1108/jhom-12-2016-0243","title":"Gender bias in hospital leadership: a qualitative study on the experiences of women CEOs","year":2017,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"The Wilson Centre; University Health Network; Women's College Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Ambivalence; Originality; Qualitative research; Psychology; Social psychology; Value (mathematics); Feminism; Gender studies; Sociology; Social science","authors":[{"name":"Sophie Soklaridis","is_ca":true},{"name":"Ayelet Kuper","is_ca":true},{"name":"Cynthia Whitehead","is_ca":true},{"name":"Genevieve Ferguson","is_ca":true},{"name":"Valerie H. Taylor","is_ca":true},{"name":"Catherine Zahn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3457888134075809,"gpt":0.4117160438200421,"spread":0.06592723041246118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009474353,0.0005086552,0.0008487425,0.001333301,0.0103823,0.003873394,0.001024956,0.0009474872,0.00314581],"category_scores_gemma":[0.01235732,0.0004167065,0.0002521365,0.001318022,0.007253628,0.002406587,0.004515345,0.001823436,0.0002288508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006102528,"about_ca_system_score_gemma":0.006919001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01993345,"about_ca_topic_score_gemma":0.04302783,"domain_scores_codex":[0.9901757,0.006980904,0.0001764058,0.0003091545,0.000785066,0.001572779],"domain_scores_gemma":[0.9890137,0.007162331,0.001079733,0.0001687078,0.001004399,0.001571083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003472094,0.00002471972,0.003703346,0.00007548049,0.000002853413,0.0007792624,0.9908827,0.0000135352,0.0004371412,0.0005960768,0.0005518812,0.002898191],"study_design_scores_gemma":[0.000001763209,0.00002247943,0.0009022335,0.00007055738,0.000001484708,0.0001268013,0.9938579,0.00001301913,0.00008493249,0.0000619385,0.004852389,0.00000448087],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899962,0.001054692,0.0009257676,0.002692293,0.0001157469,0.00008503484,0.00007400768,0.000008092075,0.005048185],"genre_scores_gemma":[0.9947211,0.0007721668,0.0002977946,0.000869388,0.00004052644,0.00008576256,0.0000276448,0.00001687329,0.003168845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01993345,"threshold_uncertainty_score":0.05010575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066711211","doi":"10.1108/jhom-02-2013-0028","title":"Nurse managers’ role in older nurses’ intention to stay","year":2015,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Windsor","funders":"","keywords":"Nursing; Nurse Administrator; MEDLINE; Medicine; Psychology; Political science","authors":[{"name":"Marjorie Armstrong‐Stassen","is_ca":true},{"name":"Michelle Freeman","is_ca":true},{"name":"Sheila Cameron","is_ca":true},{"name":"Dale Rajacic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08942049841021948,"gpt":0.4167605256374605,"spread":0.327340027227241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002938525,0.0001892849,0.0001908852,0.0004290201,0.0006756696,0.001395791,0.0004446369,0.0005832004,0.001810873],"category_scores_gemma":[0.01515226,0.0001674439,0.0003258223,0.0002698025,0.0009134776,0.0005624281,0.0007674456,0.0008070939,0.0001841308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586929,"about_ca_system_score_gemma":0.003253654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02578064,"about_ca_topic_score_gemma":0.03811714,"domain_scores_codex":[0.9988015,0.0005928194,0.0000908351,0.0000953501,0.0002351246,0.0001843502],"domain_scores_gemma":[0.9878294,0.004642838,0.004632193,0.0002613173,0.0009097494,0.001724431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000738329,0.0002965285,0.9851522,0.00003109159,0.00003482329,0.00006042628,0.006966002,0.000120449,0.0001389321,0.0002576879,0.0001935368,0.00667446],"study_design_scores_gemma":[0.000009557126,0.0001538239,0.988216,0.00007362766,0.00002810475,0.00005743218,0.009610021,0.0009185579,0.00007851201,0.0003321021,0.0005111811,0.00001116457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998495,0.0001525434,0.0001417647,0.0004131462,0.000007499631,0.000007547748,0.00001646521,0.000001793402,0.0007642423],"genre_scores_gemma":[0.9995117,0.00006934992,0.0001184325,0.00006058269,0.00000388943,0.000006481293,0.00001610523,5.489154e-7,0.0002129806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02578064,"threshold_uncertainty_score":0.05126119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073779524","doi":"10.1108/jhom-03-2013-0049","title":"Self-employed nurses as change agents in healthcare: strategies, consequences, and possibilities","year":2014,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Nursing education and management","field":"Nursing","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Health care; Originality; Restructuring; Nursing; Value (mathematics); Scope of practice; Ethnography; Resistance (ecology); Work (physics); Scope (computer science); CLARITY; Sociology; Psychology; Public relations; Medicine; Creativity; Business; Political science; Social psychology; Computer science","authors":[{"name":"Sarah Wall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03564867681162544,"gpt":0.3423078051228809,"spread":0.3066591283112555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01095249,0.0003451853,0.0002258412,0.001057569,0.005047284,0.007533346,0.001080581,0.002268938,0.001740545],"category_scores_gemma":[0.01043989,0.0002392147,0.0003264616,0.0005197493,0.01400586,0.004641843,0.006104386,0.001550473,0.000236789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002905894,"about_ca_system_score_gemma":0.005102672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002948874,"about_ca_topic_score_gemma":0.006164521,"domain_scores_codex":[0.9904683,0.007299633,0.0002245944,0.0003933749,0.0008001649,0.0008139404],"domain_scores_gemma":[0.9898802,0.005582777,0.001411663,0.0006377414,0.001015956,0.001471586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009455248,0.0006116437,0.07917191,0.0005297097,0.00003822226,0.003049313,0.7089764,0.0002358893,0.001055215,0.07750364,0.00313549,0.125598],"study_design_scores_gemma":[0.00002488205,0.0002482004,0.01525374,0.0008457405,0.00002968866,0.001488703,0.9067119,0.0006818521,0.0008582367,0.02765708,0.04615103,0.00004897943],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8942477,0.01138303,0.008053687,0.03336812,0.0004594026,0.0002296369,0.00001607853,0.00005362751,0.05218879],"genre_scores_gemma":[0.9927267,0.001641475,0.00178256,0.001220826,0.00003093738,0.0001081499,0.00000700693,0.000005686205,0.002476618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01095249,"threshold_uncertainty_score":0.05792296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2442260834","doi":"10.1108/jhom-09-2014-0164","title":"Women physicians as healthcare leaders: a qualitative study","year":2016,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ottawa Mental Health Centre; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Generalizability theory; Thematic analysis; Focus group; Health care; Qualitative research; Psychology; Nursing; Exploratory research; Leadership style; Medicine; Public relations; Medical education; Social psychology; Political science; Sociology","authors":[{"name":"Virginia Roth","is_ca":true},{"name":"Anne Thériault","is_ca":true},{"name":"Chris Clement","is_ca":true},{"name":"Jim Worthington","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05771433689956249,"gpt":0.3953179852570377,"spread":0.3376036483574751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01169191,0.0004180419,0.0006818774,0.001367501,0.008818099,0.004053385,0.001035402,0.001373148,0.004398039],"category_scores_gemma":[0.014525,0.0004519822,0.0002459278,0.001583022,0.005218782,0.003097618,0.003612854,0.002204018,0.0004981863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004369531,"about_ca_system_score_gemma":0.005821822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00459123,"about_ca_topic_score_gemma":0.008541944,"domain_scores_codex":[0.990966,0.006747052,0.0001792886,0.0003491497,0.0006458249,0.001112705],"domain_scores_gemma":[0.9848447,0.01139797,0.0009216893,0.0002160383,0.001082996,0.001536468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004873019,0.0000803822,0.004027815,0.0001999667,0.000003393696,0.0009253952,0.9851097,0.00002321388,0.0007963851,0.001743039,0.001104404,0.005937666],"study_design_scores_gemma":[0.000004885164,0.00005047059,0.0008272489,0.0001816455,0.000002297698,0.0002086055,0.9887301,0.00004111111,0.0001822362,0.0002345725,0.009531794,0.000005058911],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780513,0.001707067,0.002932661,0.00720361,0.0001964928,0.0004420852,0.0002297214,0.00003112061,0.009206],"genre_scores_gemma":[0.9887651,0.001511352,0.001369816,0.00239392,0.00004605921,0.0005596083,0.00007093919,0.00002816314,0.005255034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169191,"threshold_uncertainty_score":0.0618335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2008286762","doi":"10.1108/jhom-12-2012-0237","title":"Reforming primary healthcare: from public policy to organizational change","year":2015,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"École Nationale d'Administration Publique; Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Autonomy; Scale (ratio); Public relations; Primary care; Political science; Public policy; Organisational change; Health care; Change management (ITSM); Public administration; Nursing; Medicine; Business; Marketing; Family medicine; Geography","authors":[{"name":"Frédéric Gilbert","is_ca":true},{"name":"Jean‐Louis Denis","is_ca":true},{"name":"Lise Lamothe","is_ca":true},{"name":"Marie‐Dominique Beaulieu","is_ca":true},{"name":"Danielle D’Amour","is_ca":true},{"name":"Johanne Goudreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1319312329786255,"gpt":0.4122325861191145,"spread":0.2803013531404889,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04628127,0.0006087219,0.0007257945,0.00303092,0.02049243,0.0237978,0.003136663,0.007430581,0.004501682],"category_scores_gemma":[0.04982496,0.0005676273,0.0005598865,0.004295797,0.06584687,0.008999255,0.009795802,0.007595902,0.0003820005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1332665,"about_ca_system_score_gemma":0.2451968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4924791,"about_ca_topic_score_gemma":0.4539599,"domain_scores_codex":[0.9440842,0.0363849,0.0009728766,0.002454211,0.006816662,0.009287226],"domain_scores_gemma":[0.9442538,0.03086033,0.005356195,0.003832692,0.007867444,0.007829497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001574649,0.0007185196,0.03389855,0.002113415,0.0001396269,0.001127682,0.2726769,0.004809549,0.001220649,0.4127974,0.03111474,0.2392256],"study_design_scores_gemma":[0.0001350645,0.0004585269,0.07590523,0.003459634,0.0001206647,0.0002727957,0.3690005,0.003543803,0.001433688,0.2097085,0.3358228,0.0001388413],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1686395,0.0138737,0.01774881,0.6765503,0.0009564865,0.0009514677,0.0001205009,0.0001899043,0.1209693],"genre_scores_gemma":[0.9785164,0.002620055,0.00403791,0.0115847,0.0002313561,0.000191206,0.00003624694,0.00002186365,0.002760232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4924791,"threshold_uncertainty_score":0.9792252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3183271460","doi":"10.1108/jhom-05-2020-0171","title":"Development and validation of an algorithm using health administrative data to define patient attachment to primary care providers","year":2021,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Institute of Health Services and Policy Research; University of Ottawa; Institute for Clinical Evaluative Sciences; Western University; St. Michael's Hospital; Queen's University; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Queen's University; University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Computer science; Health care; Primary care; Algorithm; Nursing; Process management; Medicine; Data mining; Knowledge management; Business; Family medicine; Political science","authors":[{"name":"Liisa Jaakkimainen","is_ca":true},{"name":"Imaan Bayoumi","is_ca":true},{"name":"Richard H. Glazier","is_ca":true},{"name":"Kamila Premji","is_ca":true},{"name":"Tara Kiran","is_ca":true},{"name":"Shahriar Khan","is_ca":true},{"name":"Eliot Frymire","is_ca":true},{"name":"Michael Green","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1267554787753299,"gpt":0.4442054873357512,"spread":0.3174500085604214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03521081,0.001310445,0.001561777,0.007387256,0.001497502,0.003906092,0.002737273,0.001562527,0.001495952],"category_scores_gemma":[0.1030767,0.0007402745,0.00276557,0.004405694,0.0007547971,0.001820503,0.002308135,0.002174124,0.0006632642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004095617,"about_ca_system_score_gemma":0.008115488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.035185,"about_ca_topic_score_gemma":0.02613505,"domain_scores_codex":[0.9741975,0.01159314,0.004960514,0.002887598,0.005628345,0.0007329643],"domain_scores_gemma":[0.9095468,0.04378514,0.008187306,0.003220648,0.03431552,0.0009446083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007488558,0.0007439804,0.7345864,0.0005485197,0.001046506,0.0001249302,0.0009851037,0.01782998,0.0009239773,0.002321571,0.01192527,0.228215],"study_design_scores_gemma":[0.0008283851,0.001246873,0.3746963,0.001333164,0.001212062,0.000805581,0.002554404,0.5803097,0.008048066,0.007513263,0.02116372,0.0002885513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5135012,0.001561659,0.4460101,0.003756117,0.0007604526,0.01135738,0.008039092,0.003176449,0.01183756],"genre_scores_gemma":[0.445315,0.0002893345,0.5445508,0.0004549811,0.00008714901,0.003661683,0.004586163,0.0000973549,0.0009574724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03521081,"threshold_uncertainty_score":0.1862147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049615923","doi":"10.1108/14777261311311780","title":"Schools' absorptive capacity to innovate in health promotion","year":2013,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal; Université de Sherbrooke; Université de Montréal; Institut National de Santé Publique du Québec","funders":"Canadian Institutes of Health Research","keywords":"Absorptive capacity; Conceptual framework; Originality; Context (archaeology); Knowledge management; Value (mathematics); The Conceptual Framework; Process management; Management science; Sociology; Public relations; Computer science; Business; Political science; Engineering; Qualitative research; Social science","authors":[{"name":"Marthe Deschesnes","is_ca":true},{"name":"Nathalie Drouin","is_ca":true},{"name":"Yves Couturier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05852313491809072,"gpt":0.4027801262660414,"spread":0.3442569913479506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007484718,0.0002590656,0.0001928819,0.002588277,0.002369757,0.004918303,0.0009458966,0.001042269,0.002999114],"category_scores_gemma":[0.01177293,0.00024756,0.0003771146,0.001367606,0.007734169,0.001931172,0.004226363,0.0008938697,0.0002522932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00688088,"about_ca_system_score_gemma":0.01676189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446098,"about_ca_topic_score_gemma":0.02295136,"domain_scores_codex":[0.9948297,0.002842916,0.0001662179,0.0003239333,0.0009748071,0.0008623818],"domain_scores_gemma":[0.9846594,0.007071352,0.003481423,0.001030882,0.001918039,0.001838994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001756877,0.001367651,0.4697422,0.001004537,0.0001288495,0.0009158187,0.08926553,0.007021956,0.004567719,0.2316523,0.001856461,0.1923014],"study_design_scores_gemma":[0.0001154999,0.00107448,0.621032,0.001801187,0.0002239864,0.0009719558,0.1211095,0.01685867,0.005919207,0.1582379,0.07249918,0.0001563697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052766,0.0009713268,0.008159658,0.004304771,0.00001765676,0.0002042838,0.00004813052,0.00007173466,0.08094578],"genre_scores_gemma":[0.9982278,0.00008707244,0.001190101,0.00003827928,0.000002106111,0.00001542688,0.000004659698,0.000001049838,0.0004335478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01446098,"threshold_uncertainty_score":0.04992449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892213135","doi":"10.1108/jhom-02-2018-0061","title":"What’s the fuss? Gender and academic leadership","year":2018,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"McMaster University","keywords":"Thematic analysis; Mentorship; Leadership development; Educational leadership; Psychology; Focus group; Leadership style; Narrative; Educational attainment; Context (archaeology); Qualitative research; Social psychology; Gender studies; Medical education; Sociology; Pedagogy; Public relations; Political science; Medicine; Social science","authors":[{"name":"Anne Wong","is_ca":true},{"name":"Colleen McKey","is_ca":true},{"name":"Pamela Baxter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3215065569465335,"gpt":0.3723362438955524,"spread":0.05082968694901896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004505246,0.0003245927,0.0005045081,0.001123438,0.005251847,0.005092853,0.0006453167,0.001053358,0.007820846],"category_scores_gemma":[0.01122889,0.0001521408,0.0003627635,0.001379283,0.006126183,0.004910294,0.002005445,0.001297832,0.001041576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002685193,"about_ca_system_score_gemma":0.002557532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007692396,"about_ca_topic_score_gemma":0.009165421,"domain_scores_codex":[0.9966362,0.001781698,0.00008764987,0.0002545149,0.0005351936,0.000704741],"domain_scores_gemma":[0.9957514,0.00151287,0.0007859673,0.0001069778,0.0004818921,0.00136094],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004466784,0.0002147022,0.1542363,0.000662707,0.00007476543,0.002642481,0.2750232,0.0001163367,0.0009326493,0.05592564,0.09017465,0.4195498],"study_design_scores_gemma":[0.00002778677,0.0004208387,0.07928441,0.002596503,0.00005672156,0.004305689,0.6456702,0.0001821516,0.0004950532,0.03392364,0.2329565,0.00008030974],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5541077,0.07263975,0.002639504,0.2615431,0.007350338,0.00004561587,0.0002663765,0.0001069757,0.1013007],"genre_scores_gemma":[0.9733588,0.01037424,0.0003315359,0.009458542,0.0007698303,0.00002160519,0.0000366573,0.0000259601,0.005622901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9954948,"threshold_uncertainty_score":0.02616334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066678143","doi":"10.1108/14777261311321806","title":"Multi‐criteria development and incorporation into decision tools for health technology adoption","year":2013,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Calgary Laboratory Services; University of Calgary; Alberta Health Services","funders":"Alberta Health Services","keywords":"Technology development; Health technology; Process management; Computer science; Knowledge management; Business; Engineering management; Management science; Engineering; Health care; Manufacturing engineering; Economics; Economic growth","authors":[{"name":"Paule Poulin","is_ca":true},{"name":"Lea Austen","is_ca":true},{"name":"Catherine M. Scott","is_ca":true},{"name":"Cameron D. Waddell","is_ca":true},{"name":"Elijah Dixon","is_ca":true},{"name":"Michelle Poulin","is_ca":true},{"name":"René Lafrenière","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2304352712857022,"gpt":0.4260153973363182,"spread":0.1955801260506159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.341314,0.004324033,0.004284685,0.0236387,0.006960575,0.01682961,0.007724547,0.004270647,0.009465788],"category_scores_gemma":[0.3768622,0.002826326,0.008648862,0.01636947,0.00737779,0.01075063,0.01695857,0.008849597,0.001404126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01901569,"about_ca_system_score_gemma":0.03662673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004256729,"about_ca_topic_score_gemma":0.007469893,"domain_scores_codex":[0.5678843,0.3551601,0.03349865,0.005919941,0.0346308,0.002906173],"domain_scores_gemma":[0.502505,0.3944061,0.02022367,0.01490653,0.06377416,0.004184511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007865509,0.00115751,0.006284821,0.02105344,0.001742998,0.001184355,0.04971398,0.06129893,0.003759572,0.2638193,0.02065474,0.5685438],"study_design_scores_gemma":[0.001166962,0.001779289,0.006471024,0.03651945,0.001541741,0.0008171603,0.03678937,0.2132441,0.009802976,0.5152405,0.1752661,0.001361304],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01691666,0.001726169,0.9219778,0.007610365,0.0004657847,0.02729223,0.0007380201,0.0007135286,0.02255938],"genre_scores_gemma":[0.03019388,0.0003480105,0.9596787,0.0003056126,0.00003336267,0.008811143,0.0002300481,0.00005522766,0.0003440176],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.341314,"threshold_uncertainty_score":0.8122772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2530979840","doi":"10.1108/jhom-11-2015-0177","title":"Integrating research, clinical care, and education in academic health science centers","year":2016,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; Western University; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto","funders":"Canada Research Chairs; Canadian Health Services Research Foundation","keywords":"Health care; Knowledge management; Teamwork; Team learning; Collaborative learning; Organizational learning; Meaning (existential); Originality; Psychology; Learning sciences; Conceptual framework; Experiential learning; Cooperative learning; Sociology; Open learning; Pedagogy; Computer science; Management; Teaching method; Social psychology; Political science","authors":[{"name":"Gillian King","is_ca":true},{"name":"Nicole Thomson","is_ca":true},{"name":"Mitchell G. Rothstein","is_ca":true},{"name":"Shauna Kingsnorth","is_ca":true},{"name":"Kathryn Parker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5747349340122293,"gpt":0.7363651529608022,"spread":0.1616302189485729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08338147,0.0007592522,0.00113308,0.009239095,0.01196844,0.02745921,0.00528058,0.006167694,0.004123232],"category_scores_gemma":[0.09147828,0.0009298805,0.001310508,0.01374429,0.02109871,0.01183799,0.03541247,0.004977997,0.0007792762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03073082,"about_ca_system_score_gemma":0.1112932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01204043,"about_ca_topic_score_gemma":0.01539024,"domain_scores_codex":[0.8615027,0.1062143,0.006114056,0.006040454,0.01148354,0.008644901],"domain_scores_gemma":[0.8562959,0.07888149,0.01467359,0.01331147,0.01126453,0.02557298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002401853,0.003626857,0.1030009,0.003232524,0.0003071413,0.001228439,0.1047183,0.007438426,0.0009653635,0.2424426,0.01098749,0.5218117],"study_design_scores_gemma":[0.0003539393,0.001984536,0.06759308,0.005356992,0.0003599844,0.001432267,0.3147851,0.01304343,0.003067649,0.4282926,0.1633813,0.0003490657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4981017,0.02516998,0.1258909,0.1691968,0.001068745,0.002907986,0.0003852182,0.001123354,0.1761554],"genre_scores_gemma":[0.9387484,0.002202983,0.05090395,0.00513091,0.0002346961,0.00049712,0.0001071076,0.00004138182,0.002133557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08338147,"threshold_uncertainty_score":0.4409686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090034497","doi":"10.1108/jhom-07-2011-0072","title":"How healthcare organisations can act as institutional entrepreneurs in a context of change","year":2014,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"National Circus School; École Nationale d'Administration Publique; Université de Montréal; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Business; Health care; Public relations; Knowledge management; Process management; Political science; Computer science; Law","authors":[{"name":"Mylaine Breton","is_ca":true},{"name":"Lise Lamothe","is_ca":true},{"name":"Jean‐Louis Denis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03449281947923517,"gpt":0.250326012336891,"spread":0.2158331928576558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02694185,0.0005415337,0.000489337,0.002817239,0.01361397,0.02518702,0.002472877,0.006164985,0.004211364],"category_scores_gemma":[0.03003228,0.0005693948,0.0006601567,0.001809547,0.04858261,0.01518347,0.01716555,0.004306659,0.0009456627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008558415,"about_ca_system_score_gemma":0.01812263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009356195,"about_ca_topic_score_gemma":0.01658746,"domain_scores_codex":[0.9458798,0.04281605,0.0006295418,0.001826406,0.00265129,0.006196912],"domain_scores_gemma":[0.9665238,0.01483871,0.004148563,0.002591463,0.003075421,0.00882207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008823044,0.0003077748,0.02829908,0.0002874109,0.00008134203,0.004497367,0.6143288,0.0007292552,0.0007518465,0.2979743,0.008720009,0.0439346],"study_design_scores_gemma":[0.00005069861,0.0001833056,0.00666755,0.0006264721,0.00004602265,0.001399955,0.681129,0.001125974,0.0004271586,0.1068725,0.201382,0.00008939295],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.545682,0.00494261,0.03248454,0.1403217,0.001307709,0.0005817557,0.00005378206,0.000214798,0.2744111],"genre_scores_gemma":[0.9857438,0.0007924979,0.004043336,0.003463771,0.00009701834,0.00009516453,0.00001433291,0.00002776946,0.005722216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02694185,"threshold_uncertainty_score":0.1424838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995919033","doi":"10.1108/jhom-02-2019-0032","title":"Partnering for change","year":2019,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; University of Alberta; University of Northern British Columbia","funders":"","keywords":"Originality; Status quo; Focus group; Public relations; Health care; Qualitative research; Process (computing); Service (business); Nursing; Sociology; Business; Medicine; Political science; Marketing; Computer science","authors":[{"name":"Martha MacLeod","is_ca":true},{"name":"Neil Hanlon","is_ca":true},{"name":"Trish Reay","is_ca":true},{"name":"David Snadden","is_ca":true},{"name":"Cathy Ulrich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05968871269277033,"gpt":0.4596941387427397,"spread":0.4000054260499694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03011989,0.001076563,0.0008477729,0.001728005,0.01199113,0.01240358,0.003445505,0.005413088,0.02446232],"category_scores_gemma":[0.04756245,0.0004429707,0.001378234,0.001409862,0.0190298,0.01199717,0.02944621,0.008770823,0.006421196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004987298,"about_ca_system_score_gemma":0.01832841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892684,"about_ca_topic_score_gemma":0.002242545,"domain_scores_codex":[0.9435123,0.03794936,0.001444225,0.0050629,0.006211661,0.005819588],"domain_scores_gemma":[0.9507914,0.01220929,0.003867832,0.008714023,0.006362985,0.01805447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001604955,0.0009068936,0.02267708,0.001516941,0.0002700554,0.002617151,0.1850042,0.0008727371,0.002531477,0.2841135,0.09124343,0.408086],"study_design_scores_gemma":[0.00007233377,0.0004771516,0.005374326,0.001513513,0.00009571159,0.00175486,0.114004,0.001087182,0.001047929,0.2076435,0.666829,0.0001004433],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09537004,0.005685018,0.1168375,0.2753953,0.006594875,0.001416949,0.0002145247,0.001653792,0.496832],"genre_scores_gemma":[0.9151295,0.001916844,0.03095289,0.02416161,0.0006375927,0.0008927168,0.0001739179,0.000235075,0.02589981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03011989,"threshold_uncertainty_score":0.1592911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014214027","doi":"10.1108/jhom-06-2019-0189","title":"Implementing population health management: an international comparative study","year":2020,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Community Health and Development","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Population health; Health management system; Business; Population; Medicine; Environmental health; Alternative medicine","authors":[{"name":"Betty Steenkamer","is_ca":false},{"name":"Esther de Weger","is_ca":false},{"name":"Hanneke Drewes","is_ca":false},{"name":"Kim Putters","is_ca":false},{"name":"Hans van Oers","is_ca":false},{"name":"Caroline Baan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1361628504402558,"gpt":0.4876290236781671,"spread":0.3514661732379112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01218983,0.0003199546,0.0004438945,0.002244754,0.003894072,0.003174054,0.001251577,0.0009925645,0.005459593],"category_scores_gemma":[0.01617229,0.0002698828,0.0003546249,0.004966874,0.002470698,0.003248648,0.003889735,0.001678126,0.0003889433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005554387,"about_ca_system_score_gemma":0.006659178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534046,"about_ca_topic_score_gemma":0.02265842,"domain_scores_codex":[0.9908325,0.00641118,0.0003359002,0.000385768,0.0006710627,0.001363638],"domain_scores_gemma":[0.990474,0.004406251,0.001770202,0.0006963446,0.001330708,0.001322479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009811352,0.01347833,0.3957312,0.001682886,0.0001743833,0.001660449,0.359287,0.0004796691,0.001066253,0.01671585,0.004993626,0.2037491],"study_design_scores_gemma":[0.000133549,0.005033297,0.3617491,0.0009023846,0.0001016676,0.0007772578,0.6024286,0.0002447055,0.0005858691,0.0005558855,0.02743316,0.00005446091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975401,0.0008422606,0.0005852489,0.0008908784,0.00004001663,0.0004769436,0.0001389815,0.00001132542,0.02161346],"genre_scores_gemma":[0.9964014,0.0009410788,0.0007206115,0.0004129801,0.00002207856,0.0004141626,0.0001278565,0.000005671751,0.0009541217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01534046,"threshold_uncertainty_score":0.06446671,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1575059985","doi":"10.1108/jhom-08-2011-0082","title":"Dissemination of performance information and continuous improvement","year":2013,"lang":"en","type":"review","venue":"Journal of Health Organization and Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"CLARITY; Information Dissemination; Incentive; Knowledge management; Dissemination; Originality; Empirical research; Sample (material); Data collection; Performance measurement; Computer science; Qualitative research; Business; Marketing; Sociology; World Wide Web","authors":[{"name":"Marc Lemire","is_ca":true},{"name":"Olivier Demers‐Payette","is_ca":true},{"name":"Justin Jefferson-Falardeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1727913923554496,"gpt":0.5716438274625479,"spread":0.3988524351070983,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1437198,0.001178719,0.00231332,0.01200684,0.002385176,0.01262551,0.002598641,0.003666799,0.005845517],"category_scores_gemma":[0.3357199,0.0007372806,0.002182411,0.01829413,0.006913977,0.01325127,0.007715536,0.004984411,0.001006821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009072974,"about_ca_system_score_gemma":0.04308229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003891015,"about_ca_topic_score_gemma":0.001884559,"domain_scores_codex":[0.7991899,0.1507634,0.01719879,0.005556713,0.02529951,0.001991672],"domain_scores_gemma":[0.4616085,0.4568454,0.03465714,0.01729694,0.02686536,0.002726575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002039144,0.000445906,0.00639595,0.07515373,0.0005092458,0.0001421991,0.01088861,0.001214682,0.0005100599,0.03768631,0.00832835,0.858521],"study_design_scores_gemma":[0.0009887522,0.003308749,0.04769586,0.4194596,0.004133118,0.001018658,0.0311559,0.005080623,0.006876075,0.1396108,0.3401298,0.0005420382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05565757,0.5263677,0.1079513,0.1772948,0.004852367,0.007737727,0.002039137,0.001290104,0.1168092],"genre_scores_gemma":[0.6492407,0.2085905,0.1166127,0.01261269,0.002775421,0.006597443,0.0009820726,0.0002059078,0.002382515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1437198,"threshold_uncertainty_score":0.7600722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1607307194","doi":"10.1108/14777260610680131","title":"Cancer Care Ontario and integrated cancer programs","year":2006,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Medtronic (Canada); Cancer Care Ontario","funders":"","keywords":"Accountability; Performance management; Scrutiny; Process management; Performance indicator; Business; Health care; Performance measurement; Management system; Knowledge management; Environmental resource management; Operations management; Computer science; Engineering; Marketing; Political science; Economics","authors":[{"name":"Siu Mee Cheng","is_ca":true},{"name":"Leslee Thompson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05187212486420312,"gpt":0.4176308056665851,"spread":0.3657586808023819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006424955,0.0003242509,0.0002980602,0.002037707,0.008085473,0.004956901,0.001750744,0.001080494,0.01176004],"category_scores_gemma":[0.01749772,0.0003754022,0.0004148093,0.007504268,0.003802462,0.001574147,0.003853864,0.001080002,0.0007010785],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1741227,"about_ca_system_score_gemma":0.3722179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838446,"about_ca_topic_score_gemma":0.9913357,"domain_scores_codex":[0.9856346,0.002394751,0.000554398,0.000730007,0.007318253,0.00336799],"domain_scores_gemma":[0.9660688,0.003229119,0.0037505,0.000960258,0.01481747,0.01117394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002708844,0.0002153893,0.2313583,0.00265221,0.0001229151,0.0004728405,0.01572741,0.002038696,0.0007034627,0.07762609,0.4301989,0.2386129],"study_design_scores_gemma":[0.00009811098,0.0001452484,0.3894485,0.0008058653,0.00007400735,0.00013784,0.006669237,0.0006850569,0.0002724725,0.002273723,0.5993151,0.00007478867],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1858346,0.01409367,0.005009429,0.2161276,0.001461026,0.00142126,0.01161471,0.0007117372,0.5637261],"genre_scores_gemma":[0.8753505,0.006464735,0.006086766,0.010578,0.0004445546,0.0007648803,0.004354177,0.0001491187,0.09580734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8258773,"threshold_uncertainty_score":0.9579006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2802533752","doi":"10.1108/jhom-01-2018-0005","title":"Past, present and future challenges in health care priority setting","year":2018,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Academy of Medical Royal Colleges","keywords":"Magic bullet; Originality; Value (mathematics); Identification (biology); Health care; Public relations; Medicine; Psychology; Political science; Sociology; Computer science; Qualitative research; Social science","authors":[{"name":"William M. Hall","is_ca":true},{"name":"Iestyn Williams","is_ca":false},{"name":"Neale Smith","is_ca":true},{"name":"Marthe R. Gold","is_ca":false},{"name":"Joanna Coast","is_ca":false},{"name":"Lydia Kapiriri","is_ca":true},{"name":"Marion Danis","is_ca":false},{"name":"Craig Mitton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1655927686166679,"gpt":0.4005465979085337,"spread":0.2349538292918658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1363736,0.000517272,0.0009233983,0.004233991,0.01095156,0.01975228,0.003050475,0.004705915,0.005261773],"category_scores_gemma":[0.1405954,0.0007051599,0.001081379,0.007337781,0.01744226,0.02395917,0.01227405,0.01242361,0.0006713978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02452237,"about_ca_system_score_gemma":0.04218744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01265129,"about_ca_topic_score_gemma":0.01717632,"domain_scores_codex":[0.8930851,0.08007259,0.006993871,0.004190362,0.009790124,0.005867974],"domain_scores_gemma":[0.8354682,0.1134941,0.01206817,0.004584224,0.01672752,0.01765781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001939324,0.0003164551,0.03412304,0.007364727,0.0001115246,0.0008002677,0.1619798,0.001112093,0.0005293756,0.323273,0.0416028,0.428593],"study_design_scores_gemma":[0.00004165029,0.0003604441,0.02000077,0.01603094,0.00007581397,0.001427897,0.4408304,0.00198416,0.0005079273,0.2957986,0.222675,0.0002664595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07078984,0.09195448,0.01643885,0.7863787,0.00595325,0.0001832312,0.0001915616,0.00008338925,0.02802667],"genre_scores_gemma":[0.848943,0.06859707,0.03678948,0.0388649,0.003403147,0.0004179285,0.0002491332,0.00008531274,0.002650087],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1363736,"threshold_uncertainty_score":0.7212211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898678343","doi":"10.1108/jhom-03-2018-0071","title":"Clinicians as novice facilitators: a SIMPLE case study","year":2018,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"Research Institute for Aging, University of Waterloo","keywords":"Facilitator; Facilitation; Nursing; Knowledge management; Originality; Process (computing); Psychological intervention; Function (biology); Action research; Medicine; Process management; Medical education; Qualitative research; Psychology; Computer science; Sociology; Engineering; Pedagogy","authors":[{"name":"Adrienne Young","is_ca":false},{"name":"Heather Keller","is_ca":true},{"name":"Rhiannon Barnes","is_ca":false},{"name":"Jack Bell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3280560980219949,"gpt":0.6489637929082319,"spread":0.320907694886237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01291264,0.0008248491,0.0009192475,0.001339514,0.01107468,0.004129159,0.002944131,0.005876284,0.005978851],"category_scores_gemma":[0.03726801,0.001164972,0.0006074121,0.001141473,0.004718537,0.003908937,0.006632977,0.004360214,0.00139152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006049947,"about_ca_system_score_gemma":0.009006629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00655443,"about_ca_topic_score_gemma":0.01911675,"domain_scores_codex":[0.9796537,0.01459288,0.000706429,0.001430307,0.00138538,0.002231258],"domain_scores_gemma":[0.9663898,0.01780332,0.003599901,0.001617209,0.002185893,0.008403893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007226711,0.004794493,0.05800364,0.002002676,0.00005872414,0.1577202,0.6946478,0.0006775788,0.001956269,0.007694551,0.01097767,0.06074368],"study_design_scores_gemma":[0.0004483297,0.004169392,0.01326303,0.00233849,0.00007848589,0.1066855,0.7733131,0.001411385,0.00221711,0.003896532,0.09198061,0.0001980381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967728,0.002237236,0.00619783,0.008367837,0.000355876,0.001759033,0.00009091326,0.00006433528,0.01319898],"genre_scores_gemma":[0.9733358,0.002532698,0.01169909,0.003188409,0.0001952536,0.001606812,0.00006192056,0.00005292721,0.007327083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01291264,"threshold_uncertainty_score":0.06828934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3182380744","doi":"10.1108/jhom-04-2020-0110","title":"Safety culture in healthcare: mixed method study","year":2021,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Patient safety; Safety culture; Health care; Focus group; Nursing; Organizational culture; Psychology; Qualitative property; Qualitative research; Quality (philosophy); Multimethodology; Medicine; Applied psychology; Sociology; Public relations; Management; Computer science; Business; Marketing","authors":[{"name":"Elisiane Lorenzini","is_ca":false},{"name":"Nelly D. Oelke","is_ca":true},{"name":"Patrícia Marck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04743450477366067,"gpt":0.4405643960017578,"spread":0.3931298912280971,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02348767,0.0006693244,0.001332969,0.00292756,0.002516928,0.002229607,0.001184942,0.001161257,0.004491189],"category_scores_gemma":[0.01842265,0.0006376475,0.001283284,0.002523962,0.001154959,0.001432734,0.001423977,0.0007693926,0.0005262157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001769942,"about_ca_system_score_gemma":0.003256634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282379,"about_ca_topic_score_gemma":0.002800539,"domain_scores_codex":[0.9748827,0.01735905,0.002246199,0.001708696,0.003029146,0.00077428],"domain_scores_gemma":[0.9791991,0.01286586,0.002796991,0.00141585,0.003178363,0.000543898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004096373,0.02451102,0.5683116,0.01111382,0.002007873,0.002121382,0.1261354,0.0007163787,0.006347063,0.006597167,0.003966754,0.2440752],"study_design_scores_gemma":[0.003224108,0.0516827,0.520399,0.007623592,0.002437054,0.003614817,0.3394124,0.006367727,0.01131039,0.009102178,0.04437358,0.0004524229],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561663,0.002729172,0.01737101,0.0005438947,0.0001589455,0.01862579,0.0008235061,0.00003909149,0.00354244],"genre_scores_gemma":[0.9166049,0.001548065,0.0341533,0.00162286,0.000163477,0.04298599,0.0004354134,0.00002804253,0.002457831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02348767,"threshold_uncertainty_score":0.1242161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2892626180","doi":"10.1108/jhom-12-2017-0316","title":"Discursive practice – lean thinking, nurses’ responsibilities and the cost to care","year":2018,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Nursing education and management","field":"Nursing","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hôpital Charles-Le Moyne; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Rationing; Accountability; Nursing; Originality; Value (mathematics); Lean manufacturing; Public relations; Quality (philosophy); Psychology; Medicine; Qualitative research; Sociology; Health care; Business; Political science","authors":[{"name":"Clare Harvey","is_ca":false},{"name":"Christophe Baret","is_ca":false},{"name":"Christian M. Rochefort","is_ca":true},{"name":"Alannah Meyer","is_ca":false},{"name":"Dietmar Ausserhofer","is_ca":false},{"name":"Ruta Ciutene","is_ca":false},{"name":"Maria Schubert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01065814911649599,"gpt":0.3369009064508798,"spread":0.3262427573343838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02558597,0.000708986,0.0004367389,0.003799085,0.006129845,0.01370415,0.002092189,0.002536776,0.002927766],"category_scores_gemma":[0.03773169,0.0004049196,0.0005262714,0.002593111,0.05366991,0.01180559,0.008237087,0.004447199,0.0004460674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01117101,"about_ca_system_score_gemma":0.01054777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00334008,"about_ca_topic_score_gemma":0.0029525,"domain_scores_codex":[0.9489657,0.04078364,0.001381953,0.001410681,0.006542075,0.0009160604],"domain_scores_gemma":[0.9145699,0.06636721,0.00806631,0.00339922,0.005720353,0.001876963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000732242,0.0001059862,0.004029119,0.00129891,0.00003551531,0.0007763284,0.6034207,0.000378859,0.0004195581,0.320021,0.005227257,0.0642136],"study_design_scores_gemma":[0.00004381275,0.0001016747,0.004447321,0.00538089,0.00003250055,0.001923561,0.5516133,0.001023612,0.001075381,0.2867087,0.1475767,0.0000725346],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.433098,0.05106892,0.06399442,0.1952496,0.002884171,0.0003498493,0.0001125419,0.0001517137,0.2530908],"genre_scores_gemma":[0.9747564,0.00647079,0.008117788,0.004576804,0.0002969414,0.0001882149,0.00002841852,0.00005941734,0.005505375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02558597,"threshold_uncertainty_score":0.1353132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990271118","doi":"10.1108/jhom-04-2019-0084","title":"The importance of keeping employees satisfied","year":2019,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Bishop's University; International Medias Data Services (Canada); University of Ottawa","funders":"","keywords":"Intrapersonal communication; Psychology; Job satisfaction; Interpersonal communication; Feeling; Context (archaeology); Health care; Social psychology; Situational ethics; Applied psychology; Perspective (graphical); Variance (accounting); Mediation; Interpersonal relationship; Sociology","authors":[{"name":"Céline Blanchard","is_ca":true},{"name":"Dominique Perreault","is_ca":true},{"name":"Lisa Mask","is_ca":true},{"name":"Maxime A. Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01075419038850075,"gpt":0.2468620114718894,"spread":0.2361078210833886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002363802,0.0002218773,0.0002547804,0.0003298111,0.002881256,0.003684151,0.0005372116,0.001152413,0.005117115],"category_scores_gemma":[0.00744136,0.0001394272,0.0002983997,0.0003760812,0.001918741,0.0009173435,0.002274968,0.001338942,0.001241819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175389,"about_ca_system_score_gemma":0.00580816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009055388,"about_ca_topic_score_gemma":0.01727369,"domain_scores_codex":[0.9969944,0.0009580537,0.0001599641,0.0002685121,0.0008526706,0.000766388],"domain_scores_gemma":[0.9897345,0.00191309,0.001848994,0.0004046634,0.001400262,0.00469847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003914514,0.00105833,0.5275526,0.0009842198,0.0002258458,0.001283488,0.03747765,0.0003132675,0.008219592,0.005303664,0.04386684,0.373323],"study_design_scores_gemma":[0.00005454924,0.0008969442,0.8423482,0.000558663,0.0001600793,0.001764402,0.06755525,0.0004159982,0.001730247,0.003892912,0.08047857,0.0001441239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160691,0.003553261,0.001948662,0.02865546,0.0008828442,0.00007653094,0.0002135373,0.0001144976,0.04848607],"genre_scores_gemma":[0.9927862,0.0007598556,0.0006877293,0.002688346,0.0001455808,0.00003273655,0.00008168398,0.0000122053,0.002805538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009055388,"threshold_uncertainty_score":0.01800531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525306945","doi":"10.1108/jhom-01-2016-0013","title":"Grassroots inter-professional networks: the case of organizing care for older cancer patients","year":2016,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; McGill University; École Nationale d'Administration Publique","funders":"","keywords":"Grassroots; Agency (philosophy); Health care; Public relations; Value (mathematics); Persuasion; Originality; Professional development; Interpersonal communication; Nursing; Medicine; Knowledge management; Psychology; Medical education; Sociology; Political science; Computer science; Social psychology; Creativity; Politics","authors":[{"name":"Fatou Bagayogo","is_ca":true},{"name":"Annick Lepage","is_ca":true},{"name":"Jean‐Louis Denis","is_ca":true},{"name":"Lise Lamothe","is_ca":true},{"name":"Liette Lapointe","is_ca":true},{"name":"Isabelle Vedel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01146963847316138,"gpt":0.2767240243028532,"spread":0.2652543858296918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006180304,0.0002927439,0.0002911446,0.001178792,0.01874924,0.005064283,0.001856048,0.003082194,0.004958089],"category_scores_gemma":[0.01382937,0.0003195796,0.0005111429,0.001306609,0.008368645,0.003956275,0.006763143,0.003358672,0.000446205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007377668,"about_ca_system_score_gemma":0.007365752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293683,"about_ca_topic_score_gemma":0.03398248,"domain_scores_codex":[0.9914086,0.006084995,0.0001385762,0.000452653,0.0005522152,0.001362957],"domain_scores_gemma":[0.9854429,0.006707903,0.002257103,0.0005950556,0.0006545663,0.004342418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001247274,0.0002496786,0.03241195,0.0001985983,0.00003372908,0.02288475,0.8880011,0.0007579378,0.0003757178,0.02210533,0.005854555,0.02700196],"study_design_scores_gemma":[0.00002660721,0.0001594188,0.01068155,0.0001865321,0.00001915042,0.00507374,0.9223579,0.0009388913,0.0001593629,0.008131008,0.05222923,0.00003655397],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518639,0.00087052,0.002517504,0.01600302,0.000199103,0.0001568949,0.00004172033,0.00002393176,0.02832338],"genre_scores_gemma":[0.994844,0.0003189909,0.001098803,0.0009109079,0.00005572771,0.00004951055,0.00001863384,0.00001070075,0.002692824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01874924,"threshold_uncertainty_score":0.05352896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020478133","doi":"10.1108/14777261211276998","title":"Sensemaking: a driving force behind the integration of professional practices","year":2012,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Sensemaking; Process (computing); Perspective (graphical); Qualitative research; Psychology; Mental health; Single-subject design; Knowledge management; Sociology; Process management; Computer science; Business","authors":[{"name":"Chantal Sylvain","is_ca":true},{"name":"Lise Lamothe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1932424793920797,"gpt":0.4660294850260258,"spread":0.2727870056339461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03620082,0.0007791664,0.0006752879,0.003090288,0.01056018,0.01528446,0.002544088,0.003221181,0.002491375],"category_scores_gemma":[0.07414045,0.0009327973,0.0009671551,0.002205729,0.03362071,0.01369723,0.0155713,0.004385521,0.000518747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00591709,"about_ca_system_score_gemma":0.01766144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004703432,"about_ca_topic_score_gemma":0.003035935,"domain_scores_codex":[0.9584641,0.02352596,0.002153988,0.00402408,0.00876557,0.003066324],"domain_scores_gemma":[0.9369826,0.03529989,0.01073108,0.006961585,0.005144121,0.004880832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000104275,0.0002394086,0.03920191,0.0004316196,0.00006860652,0.0018873,0.8141075,0.0004777115,0.002544434,0.06716695,0.001403026,0.07236738],"study_design_scores_gemma":[0.0000601115,0.0003426525,0.04223797,0.001584397,0.00009216757,0.002497333,0.77575,0.003109791,0.002900298,0.1061776,0.06505277,0.0001949324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8478301,0.002515793,0.08172742,0.01603462,0.0003924991,0.0005453635,0.00007164223,0.0002700113,0.05061265],"genre_scores_gemma":[0.988729,0.0003147401,0.009347884,0.0002780906,0.00004104603,0.0000757167,0.00002253078,0.00003732482,0.001153615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03620082,"threshold_uncertainty_score":0.1914505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982442735","doi":"10.1108/14777260910966753","title":"Work culture within the hospital context in Canada: professional versus unit influences","year":2009,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Nursing education and management","field":"Nursing","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Context (archaeology); Work (physics); Organizational culture; Unit (ring theory); Nursing; Health care; Health professionals; Public relations; Qualitative research; Psychology; Sociology; Medicine; Political science","authors":[{"name":"Patricia Khokher","is_ca":true},{"name":"Ivy Lynn Bourgeault","is_ca":true},{"name":"Ivan Sainsaulieu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01353767481676172,"gpt":0.2915659248449619,"spread":0.2780282500282001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00358913,0.0002447816,0.0004125859,0.001422881,0.01721224,0.007568264,0.001560912,0.0007749445,0.003595772],"category_scores_gemma":[0.0135467,0.0003452326,0.0002750469,0.003493581,0.009260874,0.001173285,0.004715797,0.001856113,0.0001994167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08383031,"about_ca_system_score_gemma":0.1369649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.968782,"about_ca_topic_score_gemma":0.9838294,"domain_scores_codex":[0.9908381,0.002819607,0.0003909265,0.0006238963,0.002266399,0.003060956],"domain_scores_gemma":[0.9804713,0.004517379,0.002491724,0.0004125074,0.004221665,0.007885606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002271478,0.0001694519,0.4318777,0.0004587133,0.00006350374,0.001742062,0.5137584,0.0003076799,0.001010069,0.004492755,0.005322391,0.04057021],"study_design_scores_gemma":[0.00000957774,0.00006614347,0.2603379,0.0003656241,0.00001891824,0.0001794447,0.7261932,0.0001626235,0.0001717908,0.0003326132,0.01211639,0.00004572309],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832207,0.001045187,0.0002890791,0.004478899,0.00007663363,0.00004408806,0.0001063642,0.000009926888,0.01072911],"genre_scores_gemma":[0.9979926,0.0005163698,0.0001455942,0.0004966618,0.000008868895,0.00001081749,0.0000315313,0.000007077099,0.0007904429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08383031,"threshold_uncertainty_score":0.6082343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001971359","doi":"10.1108/14777260710736822","title":"An examination of the stages of change construct for health promotion within organizations","year":2007,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; Centre for Interdisciplinary Research in Rehabilitation; PolicyWise for Children & Families; University of Alberta","funders":"","keywords":"Transtheoretical model; Construct (python library); Respondent; Health promotion; Psychology; Context (archaeology); Promotion (chess); Organizational commitment; Change management (ITSM); Behavior change; Social psychology; Public relations; Marketing; Business; Nursing; Medicine; Public health; Political science","authors":[{"name":"Tanya R. Berry","is_ca":true},{"name":"Ronald C. Plotnikoff","is_ca":true},{"name":"Kim D. Raine","is_ca":true},{"name":"Donna Anderson","is_ca":true},{"name":"Patti-Jean Naylor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3533389802376536,"gpt":0.5849652580611383,"spread":0.2316262778234847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01176815,0.0002239461,0.0002191059,0.002295366,0.001618606,0.002123311,0.0005261292,0.0005377716,0.001324989],"category_scores_gemma":[0.04211435,0.0003064905,0.0009364849,0.001495287,0.002260145,0.002141883,0.002453062,0.001491506,0.00008322243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004162305,"about_ca_system_score_gemma":0.006309522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005490297,"about_ca_topic_score_gemma":0.0109009,"domain_scores_codex":[0.9926983,0.00441985,0.0004633653,0.0003409815,0.001603229,0.0004742044],"domain_scores_gemma":[0.948607,0.02561945,0.01257965,0.003157706,0.007217185,0.002818955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000123442,0.0006832535,0.8529995,0.0003485304,0.00008735441,0.00005188135,0.03451404,0.0005311928,0.0008104293,0.008450902,0.0007623971,0.1006369],"study_design_scores_gemma":[0.00002494802,0.0006636266,0.9579803,0.0003482713,0.0000640554,0.0001241484,0.02536565,0.002965376,0.000741054,0.003968945,0.007705681,0.0000479885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790729,0.0002546538,0.009250115,0.001296528,0.00004959986,0.0006148852,0.0001107186,0.00004285655,0.009307686],"genre_scores_gemma":[0.9943047,0.00005413844,0.005135883,0.0000528697,0.000007340871,0.0001894392,0.00006017502,0.000004220496,0.0001911406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01176815,"threshold_uncertainty_score":0.06223667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2298936585","doi":"10.1108/jhom-07-2013-0143","title":"Benchmarking management practices in Australian public healthcare","year":2016,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Benchmarking; Health care; Public health; Quality management; Business; Performance measurement; Performance management; Medicine; Operations management; Nursing; Management system; Marketing; Engineering; Economic growth","authors":[{"name":"Renu Agarwal","is_ca":false},{"name":"Roy Green","is_ca":false},{"name":"Neeru Agarwal","is_ca":false},{"name":"Krithika Randhawa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1872482766488569,"gpt":0.4808213498669979,"spread":0.293573073218141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02560403,0.0002213967,0.000380038,0.00324889,0.002351673,0.003106426,0.001517793,0.0005916478,0.00168337],"category_scores_gemma":[0.06042428,0.0002542485,0.0002916474,0.006020222,0.002279105,0.001920173,0.006056465,0.0007626583,0.0001447279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008792555,"about_ca_system_score_gemma":0.01659692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03632538,"about_ca_topic_score_gemma":0.03258939,"domain_scores_codex":[0.9630505,0.02264927,0.003011861,0.001360126,0.008342732,0.001585445],"domain_scores_gemma":[0.9596554,0.01167108,0.01221676,0.002835828,0.01027786,0.003343017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001419389,0.000426353,0.4814988,0.00153444,0.0001416331,0.0004223986,0.1424849,0.001586588,0.001128612,0.008225226,0.005040098,0.357369],"study_design_scores_gemma":[0.00001836237,0.0006833501,0.8756948,0.001301872,0.0000451534,0.0004058966,0.08574966,0.002251,0.0007891443,0.002758574,0.03022595,0.00007618157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685671,0.002611552,0.003020218,0.006074151,0.0001075734,0.0002385859,0.0001234594,0.00005197256,0.01920534],"genre_scores_gemma":[0.9954436,0.0008083499,0.002179165,0.0004315844,0.0000201113,0.0001026725,0.00008381106,0.000006847774,0.0009239612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03632538,"threshold_uncertainty_score":0.1354086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1532619003","doi":"10.1108/jhom-07-2011-0070","title":"Managerial strategies to reorient hospitals towards health promotion","year":2013,"lang":"en","type":"review","venue":"Journal of Health Organization and Management","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Health promotion; Public relations; Business; Promotion (chess); Originality; Workforce; Nursing; Medicine; Sociology; Political science; Public health; Qualitative research","authors":[{"name":"Florian Röthlin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09014674784072084,"gpt":0.4829978940790664,"spread":0.3928511462383455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02969225,0.0008101059,0.0003236552,0.002257065,0.006444782,0.01384126,0.002295238,0.00414123,0.004515992],"category_scores_gemma":[0.02662834,0.0004455197,0.0006380241,0.00120488,0.009630282,0.006120468,0.01000321,0.004886059,0.001068484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009825462,"about_ca_system_score_gemma":0.03782059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003557847,"about_ca_topic_score_gemma":0.007021102,"domain_scores_codex":[0.9746128,0.01859414,0.0007722701,0.0008364295,0.002237357,0.002947113],"domain_scores_gemma":[0.9678724,0.0134023,0.005543965,0.001578419,0.003737984,0.007864998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000233111,0.001004833,0.03045198,0.005912209,0.0002778413,0.001976804,0.2080474,0.003824814,0.004639869,0.2883344,0.0683118,0.3869849],"study_design_scores_gemma":[0.0001361819,0.0009118663,0.01593146,0.00687092,0.000150904,0.0008938225,0.3587515,0.001653541,0.003001977,0.1322989,0.4791251,0.0002737521],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1536536,0.03308939,0.07000697,0.5536667,0.003681659,0.001644504,0.0001169298,0.0006183337,0.1835219],"genre_scores_gemma":[0.9235348,0.009003459,0.03638769,0.02009998,0.0006301492,0.0004478993,0.00005907302,0.00004215462,0.009794749],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02969225,"threshold_uncertainty_score":0.1570295,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991424569","doi":"10.1108/14777261211256963","title":"Using evaluation theory in priority setting and resource allocation","year":2012,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency; University of Toronto; Okanagan University College; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Management science; Context (archaeology); Process (computing); Computer science; Resource allocation; sort; Value (mathematics); Process management; Resource (disambiguation); Originality; Sociology; Economics; Business; Qualitative research","authors":[{"name":"Neale Smith","is_ca":true},{"name":"Craig Mitton","is_ca":true},{"name":"Evelyn Cornelissen","is_ca":true},{"name":"Jennifer Gibson","is_ca":true},{"name":"Stuart Peacock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1943429470285927,"gpt":0.5097530536520627,"spread":0.31541010662347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1978348,0.001695414,0.002258467,0.01343609,0.0056166,0.01942625,0.003887961,0.004638157,0.006792222],"category_scores_gemma":[0.1978679,0.0008208386,0.001811793,0.01515314,0.04189882,0.01828074,0.008173398,0.008133217,0.001057234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02971707,"about_ca_system_score_gemma":0.03859784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006483931,"about_ca_topic_score_gemma":0.005952217,"domain_scores_codex":[0.6221925,0.340152,0.007971349,0.004127808,0.02316149,0.00239487],"domain_scores_gemma":[0.5960803,0.3576707,0.01203247,0.0108352,0.02065557,0.002725855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005949426,0.00008085795,0.001198548,0.002920143,0.0001012899,0.00007536653,0.00562389,0.003496828,0.00007992698,0.8916586,0.004471207,0.09023384],"study_design_scores_gemma":[0.00006660246,0.0001457912,0.0009145045,0.009569376,0.00008768733,0.0001256871,0.005899911,0.005431843,0.000493067,0.9137488,0.06342723,0.00008945067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01027421,0.05520486,0.659018,0.06068822,0.00331169,0.002668846,0.0001956928,0.0002801865,0.2083584],"genre_scores_gemma":[0.4753114,0.03542738,0.46265,0.01164394,0.001647838,0.00552716,0.0001996484,0.0003031834,0.007289348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1978348,"threshold_uncertainty_score":0.9892125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032605239","doi":"10.1108/jhom-10-2013-0229","title":"Improving hospital care: are learning organizations the answer?","year":2014,"lang":"en","type":"article","venue":"Journal of Health Organization and Management","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Health care; Accountability; Quality management; Originality; Quality (philosophy); Competitive advantage; Learning organization; Nursing; Organizational culture; Medicine; Value (mathematics); Knowledge management; Public relations; Business; Psychology; Marketing; Political science; Computer science","authors":[{"name":"Sophie Soklaridis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005865074453984724,"gpt":0.1984996339774977,"spread":0.1926345595235129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0174675,0.0004715711,0.0006681669,0.001335335,0.003318954,0.01492399,0.001605751,0.00631651,0.00998951],"category_scores_gemma":[0.08215354,0.0002539638,0.000332636,0.002975311,0.01377604,0.02013551,0.006007703,0.005318639,0.001466455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004532636,"about_ca_system_score_gemma":0.0140931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00256242,"about_ca_topic_score_gemma":0.002526672,"domain_scores_codex":[0.9853907,0.009776299,0.0005133637,0.0007526079,0.001847363,0.001719681],"domain_scores_gemma":[0.9023347,0.05680469,0.01448431,0.002895393,0.01098203,0.01249893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003428667,0.0007131515,0.02762214,0.005162105,0.0001377471,0.0003053407,0.02320958,0.000785028,0.0002001036,0.2122888,0.104078,0.6251551],"study_design_scores_gemma":[0.00016959,0.0004497204,0.01937075,0.01220827,0.0001327994,0.0003049548,0.125092,0.001073108,0.0005776405,0.5878901,0.2526021,0.0001290215],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0273851,0.0452915,0.003395216,0.8939869,0.001979025,0.00005965103,0.0001145838,0.00007392992,0.02771397],"genre_scores_gemma":[0.828755,0.07651003,0.006850138,0.0786256,0.004309121,0.0002402289,0.0001708406,0.00005179029,0.004487166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0174675,"threshold_uncertainty_score":0.09237808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}