{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":23,"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":"b4c3c8b5344a","filters":{"venue":"Journal of Healthcare Leadership"}},"results":[{"id":"W3186447882","doi":"10.2147/jhl.s221141","title":"Creating Empowering Conditions for Nurses with Workplace Autonomy and Agency: How Healthcare Leaders Could Be Guided by Strengths-Based Nursing and Healthcare Leadership (SBNH-L)","year":2021,"lang":"en","type":"review","venue":"Journal of Healthcare Leadership","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":119,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Jewish General Hospital","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Workforce; Autonomy; Health care; Nursing; Agency (philosophy); Empowerment; Psychology; Public relations; Medicine; Political science; Sociology","authors":[{"name":"Laurie N. Gottlieb","is_ca":true},{"name":"Bruce Gottlieb","is_ca":true},{"name":"Vasiliki Bitzas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.316510166615013,"gpt":0.5167149667303403,"spread":0.2002048001153274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003953994,0.001938431,0.006480054,0.001238808,0.004034055,0.0002572378,0.0008132153,0.003018453,0.00007712268],"category_scores_gemma":[0.002271347,0.001612605,0.0009272716,0.001180692,0.001019303,0.0007229584,0.0001167879,0.008711783,0.000003610478],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003128237,"about_ca_system_score_gemma":0.0212538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000958734,"about_ca_topic_score_gemma":0.001234667,"domain_scores_codex":[0.9820333,0.006175075,0.004682613,0.001862439,0.001634129,0.003612498],"domain_scores_gemma":[0.9761119,0.01123643,0.006215889,0.001065754,0.002713337,0.002656656],"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":[0.0004289744,0.0002909753,0.002723988,0.2964543,0.0006420014,0.0002304656,0.02353965,0.000004791247,0.000003418507,0.001125377,0.02530321,0.6492528],"study_design_scores_gemma":[0.002791347,0.001536919,0.0001112543,0.4257202,0.0009499172,0.0004353722,0.1320835,0.00004795362,0.000004502202,0.0001350337,0.4347648,0.001419251],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002633262,0.7400116,0.0002829241,0.2505487,0.002311792,0.005167198,0.001239831,0.0001372205,0.00003741477],"genre_scores_gemma":[0.01260723,0.9621036,0.004233553,0.01264078,0.002733071,0.001443205,0.001538674,0.0006639918,0.002035877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6478335,"threshold_uncertainty_score":0.9993359,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605202949","doi":"10.2147/jhl.s125558","title":"Ottawa Model of Implementation Leadership and Implementation Leadership Scale: mapping concepts for developing and evaluating theory-based leadership interventions","year":2017,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"CLARITY; Mile; Leadership style; Implementation research; Psychological intervention; Evidence-based practice; Scale (ratio); Process management; Computer science; Knowledge management; Psychology; Management science; Engineering; Medicine; Social psychology; Geography","authors":[{"name":"Wendy Gifford","is_ca":true},{"name":"Ian D. Graham","is_ca":true},{"name":"Mark G. Ehrhart","is_ca":false},{"name":"Barbara Davies","is_ca":true},{"name":"Gregory A. Aarons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8985218237961858,"gpt":0.6997981878618397,"spread":0.1987236359343462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01967848,0.0004359115,0.0009606624,0.0008295015,0.002945269,0.0001466497,0.0006769039,0.0003412735,0.0001198961],"category_scores_gemma":[0.003660055,0.0004326974,0.000278558,0.0003020308,0.0006765985,0.001372585,0.0001112241,0.001097539,0.000004720896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000698966,"about_ca_system_score_gemma":0.003336421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005018662,"about_ca_topic_score_gemma":0.004130211,"domain_scores_codex":[0.9899026,0.002922027,0.003768481,0.0006034658,0.001072126,0.001731255],"domain_scores_gemma":[0.9869402,0.004186473,0.006062634,0.0005344789,0.001705548,0.0005706829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001518411,0.0001413614,0.3171675,0.07695356,0.0004669573,0.000009232739,0.3067447,0.000193584,0.01007349,0.04328577,0.006308225,0.2371373],"study_design_scores_gemma":[0.01121783,0.001424058,0.09014427,0.006679328,0.0002631085,0.0000283,0.8781155,0.002836015,0.002378415,0.005711307,0.0005149874,0.0006868655],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4184917,0.001898384,0.1352472,0.4376158,0.001105236,0.005142682,0.0003465455,0.00007593422,0.00007648439],"genre_scores_gemma":[0.9470139,0.0000480216,0.03253952,0.0194543,0.0004397391,0.0002178727,0.00003461049,0.00007046953,0.0001815653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5713708,"threshold_uncertainty_score":0.9998125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2962992388","doi":"10.2147/jhl.s214765","title":"&lt;p&gt;Physician engagement: a concept analysis&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Innovations in Medical Education","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University; Ontario Medical Association; Ontario Council of University Libraries; Public Health Ontario; University of Toronto","funders":"","keywords":"Incentive; Interpersonal communication; Accountability; MEDLINE; Quality (philosophy); Patient satisfaction; Medical education; Psychology; Incentive program; Medicine; Health care; Employee engagement; Job satisfaction; Baseline (sea); Nursing; Public relations; Social psychology","authors":[{"name":"Tyrone Perreira","is_ca":true},{"name":"Laure Perrier","is_ca":true},{"name":"Melissa Prokopy","is_ca":true},{"name":"Lina Neves-Mera","is_ca":true},{"name":"D. David Persaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08291726137017921,"gpt":0.3667589603754404,"spread":0.2838416990052611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001867021,0.0002035879,0.0007502996,0.0009132904,0.0001188105,0.00003208438,0.0002531171,0.0002115641,0.0005650378],"category_scores_gemma":[0.0006604987,0.0001733673,0.000355645,0.002004208,0.0001219827,0.0002190446,0.00002121346,0.001242071,0.0001516761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844543,"about_ca_system_score_gemma":0.0007665027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001277754,"about_ca_topic_score_gemma":0.00001718492,"domain_scores_codex":[0.9966943,0.000313352,0.00109738,0.0002520641,0.001144618,0.0004982352],"domain_scores_gemma":[0.9971759,0.0001586058,0.0008333001,0.0004739437,0.001113255,0.0002450003],"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":[0.002144995,0.003442506,0.1410101,0.006231758,0.00947564,0.0005833411,0.05905665,0.000583909,0.02526726,0.07953901,0.2686321,0.4040327],"study_design_scores_gemma":[0.01127843,0.006367061,0.33041,0.003651445,0.004849231,0.0006166067,0.05308922,0.002657282,0.002707893,0.001719797,0.5813782,0.001274815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7513057,0.004090905,0.001154475,0.2366681,0.002370118,0.0006835998,0.000006354406,0.00005446005,0.003666277],"genre_scores_gemma":[0.9699002,0.00004917068,0.00237297,0.02466743,0.001527238,0.000005487897,0.00004335454,0.00003089732,0.001403289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4027579,"threshold_uncertainty_score":0.7069715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2214048401","doi":"10.2147/jhl.s70021","title":"Deliberative democracy in health care: current challenges and future prospects","year":2015,"lang":"en","type":"review","venue":"Journal of Healthcare Leadership","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Public relations; Deliberative democracy; Health care; CLARITY; Political science; Context (archaeology); Autonomy; Democracy; Public engagement; Public health; Psychology; Medicine; Nursing; Politics","authors":[{"name":"Jalil Safaei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.632963184202132,"gpt":0.5268059263887394,"spread":0.1061572578133927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003091772,0.0008884764,0.004633158,0.001274467,0.0007578534,0.00002590666,0.001046099,0.001228143,0.00001701286],"category_scores_gemma":[0.0006841474,0.000714739,0.0004077735,0.0007243704,0.0001615744,0.0004431605,0.0002969691,0.01039132,0.00005277435],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005497319,"about_ca_system_score_gemma":0.01893034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002457468,"about_ca_topic_score_gemma":0.002060138,"domain_scores_codex":[0.9780353,0.01296442,0.005570935,0.0007168126,0.0011508,0.001561714],"domain_scores_gemma":[0.9861623,0.001697279,0.007344925,0.001128056,0.002302038,0.001365386],"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":[0.00005286029,0.00005690434,0.00009661425,0.1919374,0.00003974943,0.00001896497,0.07434443,1.209226e-7,1.312098e-9,0.001707339,0.002059008,0.7296866],"study_design_scores_gemma":[0.0009546748,0.0005686902,0.0001102875,0.08281521,0.00007006908,0.0001035785,0.1109068,7.387104e-7,8.209349e-9,0.0008163151,0.8032692,0.0003843841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002994333,0.8733252,0.000001416759,0.1189153,0.003480228,0.003998151,0.00006187185,0.00004998011,0.0001647694],"genre_scores_gemma":[0.0001804901,0.9928834,0.0008983744,0.001825137,0.003628555,0.000292526,0.00008237138,0.0001665883,0.00004250991],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8012102,"threshold_uncertainty_score":0.9995304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015980438","doi":"10.2147/jhl.s58649","title":"Model for bridging the translational &amp;quot;valleys of death&amp;quot; in spinal cord injury research","year":2014,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of British Columbia","funders":"Health Canada; Rick Hansen Foundation; Rick Hansen Institute","keywords":"Bridging (networking); Spinal cord injury; Spinal cord; Medicine; Neuroscience; Psychology; Computer science","authors":[{"name":"Joon‐Young Park","is_ca":false},{"name":"B Barrable","is_ca":true},{"name":"Nancy P. Thorogood","is_ca":true},{"name":"Vanessa K. Noonan","is_ca":true},{"name":"J. S. Tomkinson","is_ca":true},{"name":"Kenneth Stephenson","is_ca":true},{"name":"John Barclay","is_ca":true},{"name":"Katharina Kovacs Burns","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9339246912312743,"gpt":0.7250691710858895,"spread":0.2088555201453848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03064477,0.0001984037,0.0005919197,0.0008726801,0.001044881,0.00002196337,0.0007780031,0.0002617596,0.00007689852],"category_scores_gemma":[0.005267379,0.0001533103,0.0001726121,0.000867788,0.0002637659,0.0003554031,0.00005350147,0.002514572,0.00003660087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005226208,"about_ca_system_score_gemma":0.004498345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020726,"about_ca_topic_score_gemma":0.007173362,"domain_scores_codex":[0.9892185,0.004522102,0.002706214,0.0003121754,0.001728627,0.001512419],"domain_scores_gemma":[0.9893501,0.006428003,0.001292987,0.0004403759,0.002002134,0.0004863406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0203253,0.000529605,0.2549326,0.01928181,0.000140205,0.000008828956,0.2713058,0.00302639,0.004512672,0.1233874,0.1253328,0.1772165],"study_design_scores_gemma":[0.01857334,0.01038724,0.2810622,0.01188441,0.0001186438,0.0001803224,0.09805065,0.0521556,0.0003276254,0.1202317,0.4053425,0.001685793],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.425541,0.0003558766,0.05732316,0.5139945,0.0006389767,0.001826429,0.00007071972,0.00001891584,0.0002304537],"genre_scores_gemma":[0.9708664,0.00005891467,0.01028631,0.01696928,0.001115698,0.00009687409,0.000006059041,0.00003796444,0.0005624953],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5453255,"threshold_uncertainty_score":0.9997867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2564822462","doi":"10.2147/jhl.s116477","title":"Barriers and facilitators of Canadian quality and safety teams: a mixed-methods study exploring the views of health care leaders","year":2016,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Health Services","keywords":"Facilitator; Organizational culture; Health care; Quality (philosophy); Nursing; Qualitative property; Team effectiveness; Public relations; Team composition; Psychology; Knowledge management; Medicine; Political science; Social psychology","authors":[{"name":"Deborah White","is_ca":true},{"name":"Jill M. Norris","is_ca":true},{"name":"Karen Jackson","is_ca":true},{"name":"Farah Khandwala","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4610921495477417,"gpt":0.5202758385312889,"spread":0.0591836889835472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01174146,0.0001909802,0.0008486251,0.0005928996,0.0006929632,0.000001200501,0.0002510299,0.000146841,0.00002572003],"category_scores_gemma":[0.003072037,0.000111883,0.0001055344,0.0004530749,0.0004938364,0.0002265643,0.00004070136,0.0008117206,0.000001345965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005483656,"about_ca_system_score_gemma":0.003649772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04287292,"about_ca_topic_score_gemma":0.1172421,"domain_scores_codex":[0.9878812,0.008440215,0.002319849,0.000231483,0.0005010021,0.0006261855],"domain_scores_gemma":[0.9940861,0.002082796,0.00199051,0.0003568012,0.0005194675,0.0009643403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002945079,0.0000267414,0.4576387,0.002646863,0.0000933945,0.000001875109,0.387035,0.000002321807,0.00003719723,0.0004759181,0.0005913428,0.1511562],"study_design_scores_gemma":[0.001048395,0.000576201,0.3127811,0.001053252,0.0000197927,0.000002945344,0.6676765,2.960954e-7,0.00001912974,0.00005527418,0.01668847,0.00007867617],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7542245,0.0109656,0.0007951437,0.2314194,0.001176736,0.001238708,0.0001041841,0.00001034365,0.00006542524],"genre_scores_gemma":[0.9951373,0.00149885,0.0006985385,0.002491399,0.0000854346,0.00003094709,0.000001555423,0.00001772361,0.00003825404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2806415,"threshold_uncertainty_score":0.9635007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158878182","doi":"10.2147/jhl.s288199","title":"How Can We Raise Awareness of Physician’s Needs in Order to Increase Adherence to Management and Leadership Training?","year":2021,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières; Université de Montréal","funders":"Université de Montréal","keywords":"Health care; Psychological intervention; Medical education; Leadership development; Training (meteorology); Psychology; Process (computing); Management training; Order (exchange); Public relations; Medicine; Nursing; Political science; Business; Management","authors":[{"name":"Christian Voirol","is_ca":true},{"name":"Marie-France Pelland","is_ca":true},{"name":"Julie Lajeunesse","is_ca":true},{"name":"Jean Pelletier","is_ca":true},{"name":"Réjean Duplain","is_ca":true},{"name":"Josée Dubois","is_ca":true},{"name":"Silvy Lachance","is_ca":true},{"name":"Carole A. Lambert","is_ca":true},{"name":"Julia Sader","is_ca":false},{"name":"Marie‐Claude Audétat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2290077090600394,"gpt":0.3827006036086442,"spread":0.1536928945486047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008245266,0.0001687088,0.0005465858,0.0008537747,0.00004959979,0.00002879777,0.0001502747,0.0001206865,0.00002008478],"category_scores_gemma":[0.001710052,0.0001597464,0.0000495866,0.003061901,0.00007974719,0.0001130983,0.00003268122,0.0006100683,0.00000204209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002863711,"about_ca_system_score_gemma":0.001331104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001664696,"about_ca_topic_score_gemma":0.0004200398,"domain_scores_codex":[0.9978693,0.0001844468,0.0006732827,0.0002133955,0.0006365046,0.0004231187],"domain_scores_gemma":[0.9976258,0.00009451641,0.0002804752,0.0002681499,0.001381567,0.0003494858],"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":[0.001024277,0.0007425313,0.03629107,0.008672212,0.0001878614,0.0007183838,0.09426589,0.00004141958,0.002709767,0.002530311,0.01436809,0.8384482],"study_design_scores_gemma":[0.004176968,0.002353824,0.07534479,0.01151704,0.0001676729,0.0003990432,0.8882977,0.00005468757,0.004555465,0.000522549,0.01216355,0.0004467419],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5481718,0.001324634,0.0006198207,0.4490411,0.000381494,0.0003333013,0.000003366586,0.000007891352,0.0001165714],"genre_scores_gemma":[0.9613326,0.00005505213,0.006719229,0.03034319,0.0004014745,0.0000195384,0.000008310263,0.00002429945,0.001096358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8380014,"threshold_uncertainty_score":0.651427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407973171","doi":"10.2147/jhl.s501193","title":"Managing Resilience and Exhaustion Among Health Care Workers Through Psychological Self-Care: The Impact of Job Autonomy in Interaction With Role Overload","year":2025,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; Université du Québec à Montréal; Employment and Social Development Canada; HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Mental Health Commission","keywords":"Autonomy; Psychology; Psychological resilience; Resilience (materials science); Self care; Health care; Social psychology; Political science; Economic growth; Economics","authors":[{"name":"Francis Maisonneuve","is_ca":true},{"name":"Anaïs Galy","is_ca":true},{"name":"Patrick Groulx","is_ca":true},{"name":"Denis Chênevert","is_ca":true},{"name":"Colleen Grady","is_ca":true},{"name":"Angela Coderre-Ball","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09186612262039849,"gpt":0.4717364925158201,"spread":0.3798703698954216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001601996,0.0002816421,0.0007316593,0.0003805682,0.000726705,0.00002338081,0.0003283121,0.0003534977,0.00002341567],"category_scores_gemma":[0.0001543374,0.000166043,0.0001540332,0.0007219359,0.0001857738,0.0004675469,0.00007684479,0.00294654,0.000001929996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002681738,"about_ca_system_score_gemma":0.003239362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01486817,"about_ca_topic_score_gemma":0.005656289,"domain_scores_codex":[0.9946651,0.002103467,0.001568166,0.000368264,0.0004717549,0.0008232738],"domain_scores_gemma":[0.9964443,0.0008319857,0.001484573,0.0003523436,0.0006441313,0.0002426116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001148619,0.00007920034,0.9011001,0.002500857,0.00005621177,0.00001747946,0.05697309,0.000169167,0.000007319587,0.0004280622,0.0006152092,0.0369047],"study_design_scores_gemma":[0.001055223,0.0008649713,0.6365973,0.01231895,0.00001628928,0.00001621642,0.3483019,0.00006087914,0.000005336169,0.0003785479,0.0002763972,0.0001078867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8840595,0.03076252,0.0002447365,0.08201762,0.0006960563,0.001260456,0.00001041608,0.00003782801,0.0009108779],"genre_scores_gemma":[0.9950199,0.001303262,0.0008238686,0.002511665,0.0002212147,0.00004239947,0.000005401071,0.00002084577,0.00005142864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2913289,"threshold_uncertainty_score":0.9993537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2052816463","doi":"10.2147/jhl.s9727","title":"Public health leadership education in North America","year":2010,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":9,"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":"Public health; Public relations; Health education; Health promotion; International health; Political science; General partnership; Health policy; Flexibility (engineering); Medicine; Nursing; Management","authors":[{"name":"Hideo Uno","is_ca":true},{"name":"Kenneth L. Zakariasen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4123460610824616,"gpt":0.4923831328967048,"spread":0.08003707181424319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004767206,0.0002654645,0.0007165316,0.001145094,0.0006799927,0.00003712724,0.000572086,0.0004071574,0.0003807359],"category_scores_gemma":[0.002063286,0.0002405353,0.0001429956,0.001371506,0.0001526473,0.0006705811,0.00003806975,0.005091107,0.0001904434],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217843,"about_ca_system_score_gemma":0.0345474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008495984,"about_ca_topic_score_gemma":0.04525934,"domain_scores_codex":[0.9926926,0.001977219,0.00233145,0.0003000252,0.0006610987,0.002037534],"domain_scores_gemma":[0.9939263,0.0007890288,0.002152078,0.0005018389,0.001075122,0.00155556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009199479,0.0006759111,0.4592941,0.003165808,0.00002252511,0.000005655717,0.06985845,0.00000367392,0.00002927441,0.004652598,0.1407101,0.3214899],"study_design_scores_gemma":[0.0006941265,0.0003626425,0.3342011,0.0003724315,0.000004197706,0.00004354875,0.1562213,0.00001583118,9.361262e-7,0.0003632805,0.5075178,0.0002028253],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2900237,0.001781269,0.00007723256,0.6991522,0.007095424,0.0006810228,0.000009562857,0.0000413932,0.00113815],"genre_scores_gemma":[0.8635016,0.0003351109,0.001213996,0.129135,0.004534482,0.00005452122,0.00004030689,0.00005096868,0.001133991],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5734779,"threshold_uncertainty_score":0.9981065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014397363","doi":"10.2147/jhl.s240488","title":"&lt;p&gt;Evaluating the Implementation of Ontario’s Organ and Tissue Donation Physician Leadership Model: Mapping a Way Forward&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; University of Ottawa; Children's Hospital of Eastern Ontario; Royal College of Physicians and Surgeons of Canada; Ottawa Hospital","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Donation; Officer; Organ donation; Social network analysis; Process (computing); Opinion leadership; Medical education; Medicine; Transplantation; Public relations; Psychology; Family medicine; Political science; Social capital; Computer science; Internal medicine","authors":[{"name":"Aimee Sarti","is_ca":true},{"name":"Stephanie Sutherland","is_ca":true},{"name":"Angèle Landriault","is_ca":true},{"name":"Sonny Dhanani","is_ca":true},{"name":"Andrew Healey","is_ca":true},{"name":"Pierre Cardinal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1940355569572768,"gpt":0.3713161393691258,"spread":0.1772805824118489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009344967,0.0001844792,0.0004104509,0.0001932808,0.0001541966,0.00003430091,0.0001193245,0.0001118771,0.0000699396],"category_scores_gemma":[0.00009604154,0.0001462478,0.0001076673,0.0003367801,0.00007530016,0.0003162032,0.00001130779,0.0004959009,0.000004363282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003245304,"about_ca_system_score_gemma":0.0008871639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003266529,"about_ca_topic_score_gemma":0.003720724,"domain_scores_codex":[0.9975789,0.0002028449,0.0008766906,0.0002042095,0.0008393476,0.0002979666],"domain_scores_gemma":[0.9982148,0.0001363562,0.000768178,0.0001217331,0.0005378404,0.0002210886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001958037,0.0002115984,0.02811945,0.007011073,0.0005774614,0.00006698972,0.3798611,0.0007291809,0.2982596,0.006066645,0.001268665,0.2758702],"study_design_scores_gemma":[0.02844169,0.01321485,0.5589389,0.005148845,0.002299947,0.001036118,0.2285231,0.02616178,0.1249159,0.003298581,0.006563119,0.001457146],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7369279,0.001349527,0.004927461,0.2557614,0.0001561358,0.0006776935,0.00001403067,0.00003030029,0.0001555833],"genre_scores_gemma":[0.9886988,0.00007108932,0.002166013,0.008516025,0.0003636197,0.00000462978,0.00003777773,0.00003255076,0.0001095077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5308195,"threshold_uncertainty_score":0.5963813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407969276","doi":"10.2147/jhl.s487849","title":"Physician Leadership and Its Effect on Physician Burnout and Satisfaction During the COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Burnout; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Job satisfaction; Psychology; Medicine; Family medicine; Nursing; Social psychology; Virology; Clinical psychology; Internal medicine","authors":[{"name":"Edward G. Spilg","is_ca":true},{"name":"Kylie McNeill","is_ca":true},{"name":"Melanie Dodd-Moher","is_ca":true},{"name":"Johanna Dobransky","is_ca":true},{"name":"Elham Sabri","is_ca":true},{"name":"JerryM Maniate","is_ca":true},{"name":"Kathleen Gartke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1691284120220981,"gpt":0.4448455307979459,"spread":0.2757171187758479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003183937,0.0003985926,0.0008293949,0.0004152276,0.002434667,0.00004044104,0.0002672338,0.0005019552,0.00002246779],"category_scores_gemma":[0.001102691,0.0002594713,0.0001956374,0.0004410554,0.000176734,0.0002816114,0.00009098747,0.003678904,0.00002092687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007985547,"about_ca_system_score_gemma":0.001251761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007011698,"about_ca_topic_score_gemma":0.001076598,"domain_scores_codex":[0.9930307,0.003664304,0.00117341,0.0004407475,0.0006434523,0.001047385],"domain_scores_gemma":[0.9937156,0.003961087,0.001011327,0.0003278284,0.0003352385,0.0006489049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002668172,0.00009513763,0.778679,0.02465455,0.0002834947,0.00007843418,0.01292851,0.00001891173,0.001846593,0.004272807,0.00282502,0.1716494],"study_design_scores_gemma":[0.007822817,0.002187592,0.8550977,0.02583228,0.0002548227,0.0001507049,0.09112875,0.000101131,0.0003410038,0.004013158,0.01229701,0.0007730012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7073455,0.02560687,0.00002618208,0.2642665,0.001314153,0.001120331,0.00002088865,0.00006583449,0.0002337287],"genre_scores_gemma":[0.919901,0.001552549,0.00001409493,0.07650539,0.00122508,0.00005507343,0.000003213783,0.00003741655,0.0007061637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2125555,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401378242","doi":"10.2147/jhl.s470670","title":"The Governance, Policy, Process, and Capacity of Health Workforce Regulation and Accreditation: Qualitative Policy Analysis and Evidence from Palestine","year":2024,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Canadian Institutes of Health Research","funders":"","keywords":"Accreditation; Workforce; General partnership; Corporate governance; Palestine; Political science; Health care; Workforce development; Health policy; Public administration; Economic growth; Business; Economics; Law; Finance","authors":[{"name":"Mohammed Alkhaldi","is_ca":true},{"name":"Shahenaz Najjar","is_ca":false},{"name":"Aisha Al Basuoni","is_ca":false},{"name":"Hassan Abu Obaid","is_ca":false},{"name":"Ibrahim Mughnnamin","is_ca":false},{"name":"Hiba Falana","is_ca":false},{"name":"Haya Sultan","is_ca":false},{"name":"Yousef Aljeesh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3903025397076445,"gpt":0.5375956202182176,"spread":0.1472930805105731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008112769,0.0001842004,0.0006376791,0.0003824723,0.0007462002,0.00005270592,0.0001406207,0.0001325048,0.000005210508],"category_scores_gemma":[0.003130897,0.0001323495,0.00007949964,0.001371407,0.000326272,0.0004933709,0.0000511003,0.000897486,0.000001110331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003799567,"about_ca_system_score_gemma":0.002398474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01842351,"about_ca_topic_score_gemma":0.009662408,"domain_scores_codex":[0.9934015,0.003580548,0.001616695,0.0002963571,0.000617195,0.0004877156],"domain_scores_gemma":[0.9917605,0.005618814,0.001527263,0.0002162106,0.0005496422,0.0003275548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006500987,0.00004489455,0.05225568,0.02365091,0.0007842943,0.00001503302,0.4877607,0.00002812934,0.00003655707,0.1316703,0.001891516,0.3012119],"study_design_scores_gemma":[0.0007402007,0.0007737059,0.6396362,0.0125338,0.0002682213,0.00002656111,0.2522428,0.000776556,0.00001236253,0.09010844,0.002618923,0.0002623096],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3138452,0.05249057,0.002064201,0.6306919,0.0002386668,0.0005594888,0.00005799009,0.00002417801,0.00002784554],"genre_scores_gemma":[0.9833715,0.01163094,0.0009720129,0.003064738,0.0007762428,0.00001685975,0.000006824543,0.00001639523,0.000144499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6695263,"threshold_uncertainty_score":0.9881129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385879515","doi":"10.2147/jhl.s424741","title":"Senior Hospital Physician Leaders’ Perspectives on Factors That Impact Physician Engagement: A Qualitative Interview Study","year":2023,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Ontario Medical Association; Public Health Ontario; University of Toronto","funders":"","keywords":"Accountability; Remuneration; Qualitative research; Nursing; Public hospital; Health care; Psychology; Organizational culture; Medicine; Medical education; Public relations; Sociology; Political science","authors":[{"name":"Julie Simard","is_ca":true},{"name":"Christine Shea","is_ca":true},{"name":"Veronica Cho","is_ca":true},{"name":"Laure Perrier","is_ca":true},{"name":"Melissa Prokopy","is_ca":true},{"name":"Emitis Moshirzadeh","is_ca":true},{"name":"Sundeep Sodhi","is_ca":true},{"name":"Alia Karsan","is_ca":true},{"name":"Tyrone Perreira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4460187358603591,"gpt":0.5437085171576969,"spread":0.09768978129733774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006590263,0.0006981367,0.00154594,0.0009571851,0.001628351,0.00004742214,0.0007254892,0.0003951358,0.0001539437],"category_scores_gemma":[0.0008590732,0.0004876383,0.0007817669,0.001243923,0.0002238418,0.0006131437,0.0001599929,0.00505045,0.000392784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352031,"about_ca_system_score_gemma":0.001483043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133689,"about_ca_topic_score_gemma":0.0003637913,"domain_scores_codex":[0.9817547,0.01217264,0.00181748,0.0006820594,0.001729285,0.00184381],"domain_scores_gemma":[0.9916955,0.003666701,0.002094517,0.0006078251,0.001144568,0.0007908666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003655943,0.001199444,0.05360175,0.001610506,0.0005050887,0.000152113,0.9195508,0.000006200583,0.00002856835,0.0004279119,0.007287478,0.0152646],"study_design_scores_gemma":[0.001586605,0.004348673,0.1298327,0.006377217,0.00006180666,0.000001516975,0.8561991,0.00001092096,0.00002218738,0.0004431147,0.0007277966,0.0003883019],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8867729,0.003579341,0.00003160492,0.1043457,0.002477349,0.002214453,0.0001295094,0.0001809304,0.000268157],"genre_scores_gemma":[0.9909939,0.0004866088,0.0000447422,0.005952359,0.001744616,0.00009413149,0.00003111387,0.0001303521,0.000522167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.104221,"threshold_uncertainty_score":0.9997575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407819340","doi":"10.2147/jhl.s512053","title":"Rethinking Healthcare: Why Paradox Science Is Core to the Future of Health and Health Leadership","year":2025,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trillium Health Centre; University of Toronto","funders":"","keywords":"Health care; Core (optical fiber); Health science; Political science; Sociology; Engineering ethics; Psychology; Public relations; Medicine; Computer science; Engineering; Medical education","authors":[{"name":"Laura Desveaux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2775377049409727,"gpt":0.3931088155573417,"spread":0.115571110616369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01641815,0.0003450494,0.001234512,0.001130255,0.001310866,0.0001803924,0.001131846,0.0002241095,0.0000122084],"category_scores_gemma":[0.0009728527,0.000248717,0.0001863175,0.002925794,0.0005291075,0.000737093,0.0002377724,0.001353855,0.00001012415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005565166,"about_ca_system_score_gemma":0.003511673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02010098,"about_ca_topic_score_gemma":0.003168839,"domain_scores_codex":[0.9940561,0.0003584023,0.002329856,0.000510406,0.0009369154,0.001808334],"domain_scores_gemma":[0.9951622,0.000301247,0.002447842,0.0005839501,0.001141614,0.0003631399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001568714,0.00005932186,0.02098048,0.007396263,0.00003746955,0.000004575197,0.005831952,0.00004774296,0.000003188296,0.1762296,0.7171732,0.07207929],"study_design_scores_gemma":[0.0007796163,0.0005618837,0.02448218,0.002310154,0.0000180469,0.00007031939,0.05502708,0.0003190947,0.000002700309,0.02054753,0.8956123,0.0002691067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009702074,0.04388978,0.0003231635,0.942748,0.002450025,0.0006857559,0.000006995167,0.00003653772,0.0001577428],"genre_scores_gemma":[0.4571834,0.0007134549,0.0003452417,0.5402785,0.001422491,0.000004829907,0.000002606327,0.00001617002,0.00003331045],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4474813,"threshold_uncertainty_score":0.9999965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411178768","doi":"10.2147/jhl.s517669","title":"Examining Canadian Hospitals’ Support for Planetary Health Through the Implementation of Green Teams and Sustainability Offices","year":2025,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":3,"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","funders":"","keywords":"Sustainability; Business; Environmental resource management; Environmental planning; Geography; Environmental science","authors":[{"name":"Maya R. Kalogirou","is_ca":true},{"name":"Jennifer Baumbusch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1184382330938957,"gpt":0.3826939098246059,"spread":0.2642556767307102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001577772,0.000106986,0.0002774546,0.00008315577,0.000272172,0.00001733408,0.0001709757,0.00006602875,0.0001188619],"category_scores_gemma":[0.00008538258,0.00007890644,0.00004257392,0.0001790627,0.0001138787,0.0002290477,0.00002633925,0.0002160322,8.505444e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007867207,"about_ca_system_score_gemma":0.001038105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4378625,"about_ca_topic_score_gemma":0.536531,"domain_scores_codex":[0.9983348,0.0001494584,0.0006337119,0.0001440288,0.0002171175,0.000520895],"domain_scores_gemma":[0.9987848,0.0002515684,0.0004880731,0.0001416026,0.00006858353,0.0002653454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009656022,0.00002221281,0.8720817,0.002079706,0.00002094985,0.000006109464,0.02917426,0.00002310383,0.000006664319,0.0002736598,0.01501328,0.08120179],"study_design_scores_gemma":[0.000613492,0.001533267,0.7814178,0.000152191,0.00002134468,0.00002894298,0.2038283,0.00001724747,0.00003635247,0.002037376,0.01022594,0.0000877343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6392977,0.001848346,0.00004842611,0.3576331,0.0001900551,0.000801239,0.00007334947,0.000004720869,0.0001030189],"genre_scores_gemma":[0.9874398,0.0002368857,0.0002209434,0.01192468,0.00008316916,0.00000680075,0.00001661301,0.000007350455,0.00006377826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.348142,"threshold_uncertainty_score":0.5658808,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995813287","doi":"10.2147/jhl.s53603","title":"Optimizing enactment of nursing roles: redesigning care processes and structures","year":2014,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary","funders":"Alberta Innovates; Fondation pour la Recherche Médicale; University of Calgary; Alberta Health Services","keywords":"Nursing; Unit (ring theory); Accountability; Health care; Scope (computer science); Work (physics); Medicine; Process management; Business; Psychology; Engineering; Computer science; Political science","authors":[{"name":"Deborah White","is_ca":true},{"name":"Karen Jackson","is_ca":true},{"name":"Jeanne Besner","is_ca":true},{"name":"Jill M. Norris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1955808322950122,"gpt":0.4562585859667712,"spread":0.2606777536717589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001245098,0.0001689607,0.0004901676,0.0002144744,0.0005170397,0.00002244543,0.0001725226,0.0002152157,0.00003072517],"category_scores_gemma":[0.000736466,0.0001338223,0.00005713635,0.0001730823,0.000096751,0.0003168389,0.00001618757,0.001047446,0.000001159941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210989,"about_ca_system_score_gemma":0.0006419432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007921718,"about_ca_topic_score_gemma":0.00007676302,"domain_scores_codex":[0.997101,0.0009734962,0.0008809849,0.0001714947,0.000408761,0.0004642397],"domain_scores_gemma":[0.9960345,0.001237511,0.001544523,0.0001613708,0.0007927474,0.0002293673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001996319,0.0001597576,0.03475408,0.02591331,0.0001647796,0.00002456968,0.6523969,0.0003386822,0.002538933,0.004250818,0.003850244,0.2736116],"study_design_scores_gemma":[0.002059259,0.002035421,0.00642813,0.02077719,0.0002147541,0.0001314742,0.95107,0.00006767001,0.002477749,0.004724126,0.009675058,0.0003391996],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6113286,0.1840522,0.008500045,0.1814318,0.00482229,0.001720718,0.00002152079,0.0001265513,0.007996242],"genre_scores_gemma":[0.9883952,0.0003107692,0.009405907,0.00105609,0.0007518088,0.000002926378,0.000002045725,0.00002883514,0.00004641308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770666,"threshold_uncertainty_score":0.5457113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389032358","doi":"10.2147/jhl.s404498","title":"Fostering Excellence in Obstetrical Surgery","year":2023,"lang":"en","type":"review","venue":"Journal of Healthcare Leadership","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Placenta accreta; Medicine; Excellence; Obstetrics; Vaginal delivery; Caesarean section; Patient safety; Vaginal birth; Health care; Pregnancy; Placenta; Fetus","authors":[{"name":"R. Douglas Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7271084119834779,"gpt":0.4858614193445092,"spread":0.2412469926389687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009905588,0.000434136,0.003938324,0.001742163,0.00004759865,0.00002637652,0.0002837722,0.0006674931,0.00003283501],"category_scores_gemma":[0.0008588342,0.0003175875,0.001129364,0.001258456,0.00005816896,0.0001062809,0.0001280384,0.002671239,0.0001432541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007340912,"about_ca_system_score_gemma":0.001980342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002091142,"about_ca_topic_score_gemma":0.00005375706,"domain_scores_codex":[0.9947129,0.0005158947,0.002796616,0.0003400233,0.0008394511,0.0007950448],"domain_scores_gemma":[0.995634,0.001772177,0.001357158,0.0003279294,0.0002532191,0.0006554925],"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":[0.000076713,0.00004255074,0.0002691192,0.2497222,0.00004976452,0.004888366,0.0002363974,7.740906e-8,4.90615e-8,0.0000106208,0.0004037336,0.7443004],"study_design_scores_gemma":[0.0004791886,0.0006249319,0.0003774822,0.4125558,0.0003274316,0.009753436,0.002501572,0.000003011029,6.557798e-7,0.0001695308,0.5727501,0.0004568704],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004075522,0.9900703,0.00000142551,0.007515169,0.001729965,0.0005200956,0.00001158233,0.00003555032,0.00007518381],"genre_scores_gemma":[0.001444427,0.9956772,0.00006182594,0.0006208878,0.001327649,0.00001396275,0.00001318078,0.0001077206,0.0007331692],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7438436,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403476371","doi":"10.2147/jhl.s475322","title":"An Organizational Case Study of Mental Models among Health System Leaders during Early-Stage Implementation of a Population Health Approach","year":2024,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto; Trillium Health Centre","funders":"","keywords":"Mental health; Stage (stratigraphy); Psychology; Population; Population health; Medicine; Environmental health; Psychiatry","authors":[{"name":"Braeden A. Terpou","is_ca":true},{"name":"Marissa Bird","is_ca":true},{"name":"Diya Srinivasan","is_ca":true},{"name":"Shalu Bains","is_ca":true},{"name":"Laura C. Rosella","is_ca":true},{"name":"Laura Desveaux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6457527377695718,"gpt":0.6148928764121209,"spread":0.03085986135745089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007516314,0.0002920447,0.0009568106,0.001214013,0.001018722,0.0000347586,0.0003441687,0.0001606005,0.00005534267],"category_scores_gemma":[0.00008555545,0.0002741608,0.0001173554,0.001470053,0.0001110254,0.001433381,0.00004807494,0.001033282,0.00000307788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564308,"about_ca_system_score_gemma":0.004113758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08401236,"about_ca_topic_score_gemma":0.01456092,"domain_scores_codex":[0.9876119,0.004616993,0.004659603,0.0004691748,0.001609495,0.001032755],"domain_scores_gemma":[0.9938532,0.0004647359,0.003653929,0.0004003315,0.0008143347,0.0008134509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001174495,0.0002598394,0.3768125,0.01954525,0.0001020432,0.00009266854,0.5979651,0.0014207,0.00006802683,0.002187569,0.0002646764,0.001164173],"study_design_scores_gemma":[0.002055572,0.00196677,0.1191212,0.001145806,0.00002271943,0.0003747634,0.8722891,0.002796707,0.00001935008,0.00003183376,0.00001486397,0.0001613578],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796686,0.0003652187,0.001778962,0.01432552,0.0006431317,0.002941065,0.0001856488,0.00008137804,0.00001047497],"genre_scores_gemma":[0.9967071,0.0000311367,0.001203236,0.001493093,0.000366574,0.00004979494,0.0000499279,0.00007269866,0.00002637471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.274324,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232364091","doi":"10.2147/jhl.s139029","title":"Ottawa Model of Implementation Leadership and Implementation Leadership Scale: mapping concepts for developing and evaluating theory-based leadership interventions [Corrigendum]","year":2017,"lang":"en","type":"erratum","venue":"Journal of Healthcare Leadership","topic":"Education and Teacher Training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychological intervention; Scale (ratio); Shared leadership; Leadership style; Leadership studies; Psychology; Computer science; Management; Political science; Public relations; Economics; Geography; Cartography","authors":[{"name":"Wendy Gifford","is_ca":true},{"name":"Ian D. Graham","is_ca":false},{"name":"Mark G. Ehrhart","is_ca":false},{"name":"Barbara Davies","is_ca":false},{"name":"Gregory A. Aarons","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7053857117103762,"gpt":0.5542494286430723,"spread":0.151136283067304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01443709,0.0005769005,0.001150814,0.0009848349,0.00170407,0.0004129504,0.0007264735,0.0008181777,0.0001096963],"category_scores_gemma":[0.001802198,0.0006265533,0.0005490943,0.0003174969,0.0007673264,0.0008995651,0.00004504681,0.001752359,0.000001407077],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205617,"about_ca_system_score_gemma":0.006077599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213706,"about_ca_topic_score_gemma":0.01715774,"domain_scores_codex":[0.9920427,0.002322894,0.002353353,0.0006727758,0.001287649,0.001320672],"domain_scores_gemma":[0.9915735,0.001188372,0.004906659,0.0003675789,0.001491751,0.0004721668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003757754,0.0001876298,0.01179639,0.03097237,0.0008478076,0.000007722142,0.549469,0.00004248864,0.0002603823,0.0244835,0.0775791,0.3039778],"study_design_scores_gemma":[0.002750471,0.0006001975,0.002508463,0.007814337,0.0005023009,0.00001592771,0.9748756,0.0004188731,0.0001560653,0.003853661,0.005774842,0.0007292847],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01773918,0.06643213,0.09358315,0.7829142,0.02782752,0.008707996,0.0006481357,0.0002714989,0.00187622],"genre_scores_gemma":[0.9506544,0.0004985204,0.02390598,0.005393402,0.003521387,0.0001745919,0.0005061049,0.000191645,0.01515391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9329153,"threshold_uncertainty_score":0.9996186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413748550","doi":"10.2147/jhl.s532533","title":"A Metrics-Driven Approach to Develop a Hybrid Model of Staffing and Workload Balance in the NGHA Hospitals","year":2025,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Majmaah University","keywords":"Staffing; Workload; Balance (ability); Computer science; Operations management; Operations research; Engineering; Nursing; Medicine; Operating system","authors":[{"name":"Meshari Al-Abdulkarim","is_ca":false},{"name":"Mohsen Bakouri","is_ca":false},{"name":"Ahmad Alassaf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2810515028093348,"gpt":0.4444773073156426,"spread":0.1634258045063078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006499342,0.0002096621,0.0007957243,0.0007496877,0.0003693131,0.00001728231,0.0005824449,0.0002650114,0.000003610124],"category_scores_gemma":[0.003138341,0.0001556822,0.00009097224,0.002047624,0.00008870652,0.0001982823,0.00009892654,0.002180007,0.000003247555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003917159,"about_ca_system_score_gemma":0.00241758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004917899,"about_ca_topic_score_gemma":0.0003330188,"domain_scores_codex":[0.9940875,0.002271068,0.001971837,0.0002727089,0.0006310025,0.0007659013],"domain_scores_gemma":[0.9949532,0.0023071,0.0008379267,0.0003636578,0.001296424,0.0002417282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001866389,0.0005904547,0.5123659,0.02686965,0.0001931743,0.00006300749,0.3424214,0.005168407,0.00007233029,0.05052252,0.01131665,0.04855008],"study_design_scores_gemma":[0.004738494,0.00109852,0.2138645,0.01903989,0.0001089837,0.00007590082,0.7209846,0.01838593,0.00006146726,0.01863903,0.002224342,0.0007782944],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5912784,0.01213454,0.01104771,0.3819926,0.0005571214,0.001815107,0.00004924802,0.00002257328,0.001102674],"genre_scores_gemma":[0.9722432,0.0006307067,0.008172072,0.01864441,0.000144463,0.00004713259,0.000002702157,0.00001660575,0.00009872206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3809647,"threshold_uncertainty_score":0.9471168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380681217","doi":"10.2147/jhl.s408556","title":"Evolving Roles and Needs of Psychiatry Chief Residents During the COVID-19 Pandemic and Beyond","year":2023,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Pandemic; Context (archaeology); Coronavirus disease 2019 (COVID-19); Health care; Perspective (graphical); Psychological intervention; Psychology; Work (physics); Medicine; Nursing; Psychiatry; Medical education; Political science","authors":[{"name":"Badr Ratnakaran","is_ca":false},{"name":"Sarah Hanafi","is_ca":true},{"name":"Heather M. Wobbe","is_ca":false},{"name":"Molly Howland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1682442761874377,"gpt":0.4426930121480778,"spread":0.2744487359606401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004347275,0.0002327383,0.0006249541,0.0006393828,0.001533376,0.00002073071,0.0003173923,0.0004049691,0.00005799709],"category_scores_gemma":[0.001326535,0.0001542246,0.0001119423,0.0006562813,0.0002153959,0.0002449027,0.0001788066,0.002163962,0.000008345191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002166176,"about_ca_system_score_gemma":0.002144347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001181265,"about_ca_topic_score_gemma":0.002436645,"domain_scores_codex":[0.9949693,0.001749745,0.001557902,0.000209826,0.0006863658,0.0008268346],"domain_scores_gemma":[0.9953281,0.001938863,0.001299552,0.0002947142,0.0003903272,0.0007484219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002683629,0.00002062568,0.9658461,0.0066546,0.00004582463,0.00001714284,0.02034981,0.000003632441,0.0001253868,0.0009777341,0.003158719,0.002532108],"study_design_scores_gemma":[0.001616118,0.0002254064,0.7853498,0.004420147,0.00003606116,0.0001822805,0.2015332,0.00002912049,0.000006761948,0.005540294,0.0008917459,0.0001690605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7179248,0.03226577,0.00001084949,0.2482651,0.001000803,0.0003994024,0.00002610002,0.00004292018,0.00006434476],"genre_scores_gemma":[0.9817737,0.00689769,0.0001586249,0.009550634,0.0009981319,0.00001794139,0.000003865895,0.00003983228,0.0005595853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.263849,"threshold_uncertainty_score":0.9997665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4316672335","doi":"10.2147/jhl.s393177","title":"A Needs Assessment Survey of Division Chiefs at an Academic Children’s Hospital","year":2023,"lang":"en","type":"article","venue":"Journal of Healthcare Leadership","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Preparedness; Medical education; Demographics; Needs assessment; Psychology; Division (mathematics); Medicine; Political science; Sociology","authors":[{"name":"Donna L. Johnston","is_ca":true},{"name":"Lindy Samson","is_ca":true},{"name":"Mona Jabbour","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3915361961601487,"gpt":0.5013328100432111,"spread":0.1097966138830623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009397848,0.0001825184,0.0007286028,0.0008273609,0.0001166896,0.00001015246,0.0002752827,0.0003484614,0.00006442921],"category_scores_gemma":[0.01634119,0.0001345778,0.0001564724,0.00115068,0.0001554597,0.0002093988,0.00006569552,0.002197188,0.00003089684],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006521834,"about_ca_system_score_gemma":0.006701164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009906511,"about_ca_topic_score_gemma":0.0001319269,"domain_scores_codex":[0.994465,0.0008208623,0.001148024,0.0001870963,0.002103578,0.001275465],"domain_scores_gemma":[0.9917133,0.000703729,0.0005522753,0.0003039512,0.000708105,0.006018633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006459281,0.0002358567,0.9389454,0.001027773,0.00006484783,0.0001347047,0.002012467,0.000003153276,0.0005113052,0.00003470363,0.01765272,0.0387312],"study_design_scores_gemma":[0.0020618,0.00693247,0.9872115,0.001074396,0.00002125311,0.0001661456,0.001541798,0.0000883467,0.000212875,0.0000365224,0.0005516005,0.0001012991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8371278,0.001102196,0.00003174598,0.1608664,0.0003590277,0.0004193392,0.00002986867,0.00002797869,0.00003559421],"genre_scores_gemma":[0.991859,0.001436843,0.0001340155,0.005709989,0.0005275841,0.000003692681,0.00009117803,0.00003580132,0.0002019587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1551564,"threshold_uncertainty_score":0.9989299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1746909576","doi":"10.2147/jhl.s87892","title":"The Nursing Leadership Institute program evaluation: a critique","year":2015,"lang":"en","type":"review","venue":"Journal of Healthcare Leadership","topic":"Nursing education and management","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Nursing; Psychology; Medicine","authors":[{"name":"Farinaz Havaei","is_ca":true},{"name":"Maura MacPhee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6261481352328414,"gpt":0.5424233401171676,"spread":0.08372479511567377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007124383,0.0005774215,0.001596576,0.0006089332,0.000560546,0.0004527297,0.0009894077,0.0005351579,0.00001881572],"category_scores_gemma":[0.001087691,0.0004011777,0.0007758313,0.000845128,0.0004920152,0.0004437152,0.00002163687,0.002342965,0.00005756427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003427566,"about_ca_system_score_gemma":0.003561039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003338176,"about_ca_topic_score_gemma":0.0001013562,"domain_scores_codex":[0.992205,0.002614445,0.001963507,0.0004166344,0.001806485,0.0009939555],"domain_scores_gemma":[0.9942495,0.0004314008,0.002209035,0.0007127726,0.001832228,0.0005650414],"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":[0.00006474351,0.0001956443,5.264336e-7,0.01067734,0.00009433046,0.00001303705,0.001672169,0.000001556164,1.361176e-8,0.0006124917,0.1350685,0.8515996],"study_design_scores_gemma":[0.0004417132,0.0006809255,0.000003903786,0.05379664,0.001374165,0.0006286029,0.01062276,0.00001068987,3.374953e-7,0.000990089,0.9311072,0.0003430282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.388895e-7,0.7984949,0.00001637889,0.1697322,0.02818383,0.002805101,0.000003056174,0.00007461653,0.0006894895],"genre_scores_gemma":[0.0001307117,0.9888982,0.0007562191,0.002866816,0.005048006,0.0003153477,0.00005071698,0.0001502436,0.001783698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8512566,"threshold_uncertainty_score":0.9999587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}