{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":15,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":15,"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":"72132c589ad1","filters":{"venue":"Health Systems"}},"results":[{"id":"W1974401880","doi":"10.1057/hs.2013.14","title":"Essential medicines in Tanzania: does the new delivery system improve supply and accountability?","year":2013,"lang":"en","type":"article","venue":"Health Systems","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Danish International Development Agency; International Development Research Centre","keywords":"Tanzania; Accountability; Medicine; Essential medicines; Psychological intervention; Public health; Environmental health; Healthcare system; Health facility; Business; Health care; Environmental planning; Nursing; Population; Economic growth; Health services","authors":[{"name":"Inez Mikkelsen-Lopez","is_ca":false},{"name":"Peter Cowley","is_ca":false},{"name":"Harun Kasale","is_ca":false},{"name":"Conrad Mbuya","is_ca":false},{"name":"Graham J. Reid","is_ca":false},{"name":"Don de Savigny","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007450190311711238,"gpt":0.270077149081475,"spread":0.2626269587697638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007998926,0.0001670908,0.0001969993,0.0007880902,0.0005109356,0.001702892,0.0005648989,0.0005142931,0.0023211],"category_scores_gemma":[0.01957565,0.0001491719,0.0002141932,0.001324995,0.001313753,0.001999073,0.001835078,0.000521033,0.00009581564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005888927,"about_ca_system_score_gemma":0.006714633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03016252,"about_ca_topic_score_gemma":0.04334099,"domain_scores_codex":[0.9919098,0.005329152,0.0003682516,0.0002237832,0.001088304,0.00108074],"domain_scores_gemma":[0.9844037,0.006538199,0.006078202,0.0004728982,0.001872443,0.0006346332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005890967,0.0003570058,0.7838738,0.001997826,0.0001928056,0.002298969,0.0104557,0.009400081,0.002646786,0.02956092,0.004815766,0.1538113],"study_design_scores_gemma":[0.0001594979,0.001576508,0.9341059,0.001201342,0.0001982118,0.0006218754,0.01191223,0.01254693,0.001942483,0.005286695,0.03039452,0.00005376604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671311,0.002537603,0.001985433,0.01608023,0.00008738166,0.0002002547,0.0003666501,0.00003026813,0.01158109],"genre_scores_gemma":[0.9976875,0.000416309,0.001014089,0.0003436863,0.00003437163,0.00002875702,0.00005744906,0.000001871086,0.0004158985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03016252,"threshold_uncertainty_score":0.0599739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280609968","doi":"10.1080/20476965.2022.2075796","title":"Automating data collection methods in electronic health record systems: a Social Determinant of Health (SDOH) viewpoint","year":2022,"lang":"en","type":"article","venue":"Health Systems","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; University of Calgary; University of Lethbridge","funders":"Canadian Institutes of Health Research","keywords":"Social determinants of health; Redress; Data collection; Health equity; Health services research; Population health; Public relations; Health informatics; Health policy; Knowledge management; Data science; Public health; Computer science; Sociology; Medicine; Political science; Nursing; Social science","authors":[{"name":"Kelsey Berg","is_ca":true},{"name":"Chelsea Doktorchik","is_ca":true},{"name":"Hude Quan","is_ca":true},{"name":"Vineet Saini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1531775145146231,"gpt":0.5000821121353219,"spread":0.3469045976206989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4011621,0.001808089,0.002476912,0.007173899,0.003913686,0.01928213,0.008458011,0.005340036,0.005186337],"category_scores_gemma":[0.5375218,0.002059905,0.003205727,0.01069838,0.01493286,0.02010425,0.008423908,0.007647441,0.003307084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009002183,"about_ca_system_score_gemma":0.02760834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321535,"about_ca_topic_score_gemma":0.008044436,"domain_scores_codex":[0.4839733,0.4427815,0.02215516,0.01293731,0.03565495,0.002497747],"domain_scores_gemma":[0.261674,0.5527821,0.03444735,0.09874651,0.05009823,0.002251857],"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":[0.0005654657,0.0007070788,0.05513044,0.007389615,0.00113855,0.0001669713,0.01411263,0.009380495,0.002773905,0.2264706,0.02605879,0.6561054],"study_design_scores_gemma":[0.0004421521,0.001045292,0.04564103,0.009734947,0.0007935788,0.0006341333,0.01503846,0.03714313,0.01260461,0.6577862,0.2184557,0.000680804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01820743,0.008260013,0.8267655,0.1232415,0.001747509,0.004078676,0.002594259,0.001294806,0.01381043],"genre_scores_gemma":[0.1119058,0.003951106,0.8671127,0.008122651,0.00149275,0.003919829,0.001233907,0.0003134972,0.001947666],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4011621,"threshold_uncertainty_score":0.7384738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367172420","doi":"10.1080/20476965.2023.2198580","title":"The better work, better care framework: 7 strategies for sustainable healthcare system process improvement","year":2023,"lang":"en","type":"article","venue":"Health Systems","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Health care; Work (physics); Quality (philosophy); Process (computing); Process management; Control (management); Business; Nursing; Knowledge management; Medicine; Computer science; Engineering; Political science","authors":[{"name":"Patrick Neumann","is_ca":true},{"name":"Nancy Purdy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03253006828905979,"gpt":0.3079696814196979,"spread":0.2754396131306381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03505468,0.002211755,0.001266318,0.006479079,0.009554958,0.03319655,0.004573039,0.01577627,0.008222943],"category_scores_gemma":[0.01181325,0.0008381798,0.002074779,0.004175602,0.04676769,0.02515929,0.02058164,0.01229227,0.001893861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02971398,"about_ca_system_score_gemma":0.09130649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02144327,"about_ca_topic_score_gemma":0.02418068,"domain_scores_codex":[0.9664941,0.02297858,0.001010775,0.001360031,0.004708519,0.003448058],"domain_scores_gemma":[0.9870367,0.004689711,0.001061641,0.000918185,0.002081393,0.004212364],"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":[0.00001099827,0.00006819363,0.0003442886,0.0002041222,0.00001547461,0.00007310473,0.002289507,0.0007675831,0.00005678593,0.9638716,0.01502784,0.01727064],"study_design_scores_gemma":[0.00003521223,0.00008984507,0.0007434739,0.001067409,0.00001852223,0.0001012343,0.008168158,0.001866803,0.0001562697,0.8419448,0.1457549,0.00005338747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004578033,0.01607863,0.07184999,0.755327,0.002203011,0.0004449836,0.0001252443,0.0003377892,0.1490553],"genre_scores_gemma":[0.5414392,0.02958522,0.270224,0.1135622,0.003506953,0.002671577,0.0004134905,0.0003548913,0.03824249],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03505468,"threshold_uncertainty_score":0.215591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033779505","doi":"10.1057/hs.2014.8","title":"Knowledge sharing and health-care coordination: the role of creation and use brokers","year":2014,"lang":"en","type":"article","venue":"Health Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Perspective (graphical); Knowledge management; Health care; Knowledge sharing; Business; Point (geometry); Nursing; Public relations; Medicine; Computer science; Political science","authors":[{"name":"Marco Marabelli","is_ca":false},{"name":"Sue Newell","is_ca":false},{"name":"Chantal Krantz","is_ca":true},{"name":"Jacky Swan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06682931629937255,"gpt":0.4341778398425877,"spread":0.3673485235432151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03969666,0.0007260041,0.0009321847,0.004563536,0.007755937,0.01835686,0.002873185,0.005592648,0.009319452],"category_scores_gemma":[0.0765533,0.001185375,0.001138728,0.003746887,0.02511819,0.03031518,0.01639504,0.002966102,0.0006759607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005418181,"about_ca_system_score_gemma":0.01051426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007341753,"about_ca_topic_score_gemma":0.002410296,"domain_scores_codex":[0.9484851,0.03859737,0.001844435,0.00410153,0.003817358,0.003154127],"domain_scores_gemma":[0.8961365,0.07666102,0.009620431,0.009335876,0.003284481,0.004961638],"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":[0.0002176948,0.0002428911,0.02465646,0.0003061716,0.0001003989,0.0009423922,0.161214,0.001473563,0.0008999326,0.7576976,0.001862386,0.05038656],"study_design_scores_gemma":[0.0003449103,0.0004433418,0.01514967,0.0009564473,0.0002882927,0.001816821,0.1432815,0.01694883,0.002330397,0.7019974,0.1162785,0.0001638862],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4294089,0.004938221,0.2563119,0.05842541,0.0003463659,0.0006700315,0.0001402595,0.0003964048,0.2493625],"genre_scores_gemma":[0.9781976,0.0006539405,0.01771729,0.000387689,0.00008002445,0.0001539782,0.00003550474,0.00004560125,0.002728477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03969666,"threshold_uncertainty_score":0.2099385,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403794871","doi":"10.1080/20476965.2024.2395574","title":"Next-generation fall detection: harnessing human pose estimation and transformer technology","year":2024,"lang":"en","type":"review","venue":"Health Systems","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"Science and Engineering Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Wearable computer; Computer science; Wearable technology; Transformer; Computer security; Artificial intelligence; Embedded system; Engineering","authors":[{"name":"Edward R. Sykes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.180025177450177,"gpt":0.3932777546736151,"spread":0.2132525772234381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006272703,0.0009093141,0.0006483238,0.00139115,0.000119915,0.0007625838,0.0008111313,0.0006389505,0.00193544],"category_scores_gemma":[0.001392446,0.0002827753,0.0006387481,0.0009143265,0.00021662,0.00109855,0.0006215794,0.0008362688,0.001238512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145303,"about_ca_system_score_gemma":0.0006991763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002396762,"about_ca_topic_score_gemma":0.003126288,"domain_scores_codex":[0.9997126,0.00004654454,0.00001966481,0.00006785941,0.0001281301,0.00002515338],"domain_scores_gemma":[0.9996878,0.0001386393,0.00002533221,0.00001664462,0.0001176663,0.00001395483],"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":[0.00003630194,0.00005579332,0.001285808,0.001877515,0.0001032006,0.00005240293,0.00003378377,0.002565723,0.002286523,0.002187619,0.005779834,0.9837356],"study_design_scores_gemma":[0.00008105505,0.001566284,0.01675855,0.006415375,0.001405714,0.004332404,0.0003912916,0.1598305,0.03259896,0.02244923,0.7538854,0.0002851443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01273306,0.8261284,0.1435246,0.001558187,0.0009962316,0.0001374427,0.000423924,0.0007512621,0.0137469],"genre_scores_gemma":[0.158999,0.7718846,0.05676339,0.00124171,0.0007056386,0.0001843864,0.001235332,0.0000835286,0.008902435],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002396762,"threshold_uncertainty_score":0.006474733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281563879","doi":"10.1080/20476965.2022.2075797","title":"Assessing the maturity and performance of the IT function in acute-care hospitals: a configurational view","year":2022,"lang":"en","type":"article","venue":"Health Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"HEC Montréal; Université du Québec à Trois-Rivières; Université de Sherbrooke","funders":"HEC Montréal","keywords":"Maturity (psychological); Acute care; Function (biology); Medicine; Health administration; Health informatics; Nursing; Health care; Psychology; Public health; Economics","authors":[{"name":"Manon G. Guillemette","is_ca":true},{"name":"Louis Raymond","is_ca":true},{"name":"Guy Paré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06098517287092059,"gpt":0.3229065858768716,"spread":0.261921413005951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007417496,0.0003880415,0.0002650607,0.00533802,0.00127905,0.004912153,0.0008975352,0.00062825,0.001039521],"category_scores_gemma":[0.03235282,0.0002173139,0.0003280656,0.005152036,0.00246867,0.003730591,0.002934668,0.000876879,0.0002012773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006344934,"about_ca_system_score_gemma":0.004795349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03900494,"about_ca_topic_score_gemma":0.04333354,"domain_scores_codex":[0.9945474,0.001507575,0.0006819551,0.0002743133,0.001960763,0.001028085],"domain_scores_gemma":[0.9604355,0.009325115,0.01253896,0.001847478,0.01126603,0.004586958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001068744,0.00006729722,0.9686199,0.00005480374,0.00004039918,0.0001195559,0.005593821,0.002170665,0.0009675022,0.003952014,0.0001583166,0.0181488],"study_design_scores_gemma":[0.00000524451,0.0002228115,0.9791288,0.00005968217,0.00001225736,0.0001457134,0.01298605,0.004141242,0.0006543374,0.001818805,0.0007867748,0.00003813813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921956,0.0001177693,0.001614714,0.0002038367,0.000002134532,0.00002846363,0.00008235699,0.00001533809,0.005739846],"genre_scores_gemma":[0.9995385,0.00002097647,0.0003325503,0.000007121968,0.000001098349,0.000003776195,0.00004360305,0.000001117701,0.00005120702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03900494,"threshold_uncertainty_score":0.07755584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3185660615","doi":"10.1080/20476965.2021.1952113","title":"Patterns of health information exchange strategies underlying health information technologies capabilities building","year":2021,"lang":"en","type":"article","venue":"Health Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Université du Québec à Trois-Rivières; National Bank of Canada; Université du Québec à Montréal","funders":"","keywords":"Health information exchange; Health informatics; Information exchange; Health care; Cluster analysis; Set (abstract data type); Health records; European union; Data set; Health information technology; Computer science; Business; Medicine; Data science; Medical emergency; Nursing; Public health; Health information; Artificial intelligence","authors":[{"name":"Placide Poba‐Nzaou","is_ca":true},{"name":"Sylvestre Uwizeyemungu","is_ca":true},{"name":"Mamadou Dakouo","is_ca":true},{"name":"Anicet Tchibozo","is_ca":false},{"name":"Bocar Mboup","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.107687756460784,"gpt":0.4345416159166085,"spread":0.3268538594558246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00297489,0.0001898707,0.0002671935,0.003466386,0.0005480732,0.002279544,0.0005154292,0.0005578934,0.001772452],"category_scores_gemma":[0.02395549,0.0003207291,0.0003464743,0.004222377,0.001103789,0.002087416,0.001887266,0.0005728225,0.0003484102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236618,"about_ca_system_score_gemma":0.001084747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004868637,"about_ca_topic_score_gemma":0.005245199,"domain_scores_codex":[0.995995,0.001620868,0.0005805059,0.0006125462,0.0006119683,0.0005791624],"domain_scores_gemma":[0.9670175,0.01860102,0.00780585,0.002722301,0.002880244,0.0009731135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001195683,0.0001096269,0.9694155,0.00006413252,0.00007652254,0.0001203721,0.005048153,0.001267558,0.001971013,0.004138632,0.0002131308,0.01745582],"study_design_scores_gemma":[0.00000990446,0.00005379575,0.9824672,0.00003256883,0.00002044594,0.0001782846,0.005979107,0.00684388,0.0007547595,0.003049245,0.0005902436,0.00002048396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967277,0.00007213033,0.001194641,0.0001524592,7.737163e-7,0.00003322331,0.0002442703,0.00001233301,0.001562311],"genre_scores_gemma":[0.99886,0.00002031386,0.0007994308,0.000008150912,7.731489e-7,0.000009917479,0.00019844,0.000002331662,0.0001007622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004868637,"threshold_uncertainty_score":0.01573288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3173925858","doi":"10.1080/20476965.2021.1943010","title":"Simulation optimisation for mixing scheduled and walk-in patients","year":2021,"lang":"en","type":"article","venue":"Health Systems","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Nova Scotia Health Research Foundation","keywords":"Nova scotia; Schedule; Computer science; Emergency department; Operations research; Health care; Medicine; Engineering; Nursing","authors":[{"name":"Jacob Wing","is_ca":true},{"name":"Peter T. Vanberkel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09848424193360007,"gpt":0.4507295548809705,"spread":0.3522453129473704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218405,0.0007268036,0.0008003794,0.0004967708,0.0004663522,0.0009873708,0.0009167508,0.001085482,0.005517249],"category_scores_gemma":[0.004710022,0.0006174021,0.0009868329,0.0007194342,0.0006946811,0.0004867725,0.0008524948,0.001017933,0.0003090244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002175818,"about_ca_system_score_gemma":0.003001512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04626407,"about_ca_topic_score_gemma":0.02652759,"domain_scores_codex":[0.9994029,0.0003112576,0.00001925983,0.00008374031,0.0000631261,0.0001196602],"domain_scores_gemma":[0.997239,0.002116024,0.0001919634,0.00005625953,0.0002174293,0.0001793351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002494964,0.000008983834,0.000163244,0.000006849019,0.000005210012,0.00001217918,0.000008476352,0.9975045,0.00006166987,0.001412826,0.0001104104,0.000680711],"study_design_scores_gemma":[0.00001420373,0.00001343273,0.0001168698,0.000002636403,0.000003015068,0.000003036905,0.0000102015,0.9985355,0.00004492201,0.0009978737,0.0002554289,0.0000029067],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.228508,0.0004237339,0.7323768,0.001230725,0.0001668955,0.0004166552,0.001039832,0.0003545444,0.03548294],"genre_scores_gemma":[0.9292581,0.0002364023,0.05935218,0.00009313286,0.00002880931,0.0003235239,0.0004926092,0.00006321536,0.01015205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04626407,"threshold_uncertainty_score":0.09198958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2293132371","doi":"10.1057/hs.2015.20","title":"Improving accessibility through referral management: setting targets for specialist care","year":2016,"lang":"en","type":"article","venue":"Health Systems","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; Western University; Athabasca University","funders":"Canada Research Chairs; Alberta Health Services","keywords":"Referral; Medicine; Specialty; Stage (stratigraphy); Nursing; Family medicine","authors":[{"name":"James Greenwood-Lee","is_ca":true},{"name":"Geoff Wild","is_ca":true},{"name":"Deborah A. Marshall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04478468079536017,"gpt":0.3238292634341708,"spread":0.2790445826388107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002345775,0.0005406847,0.0006330443,0.001007591,0.0003694984,0.002048742,0.000854079,0.001026359,0.002614404],"category_scores_gemma":[0.01199941,0.0002854267,0.000420933,0.001108138,0.0005234662,0.00159333,0.001481021,0.0006258261,0.0002840003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002921509,"about_ca_system_score_gemma":0.004381278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00688162,"about_ca_topic_score_gemma":0.006555384,"domain_scores_codex":[0.9972757,0.001605408,0.00007593632,0.0001864105,0.0003711715,0.0004853873],"domain_scores_gemma":[0.9967063,0.001625223,0.000782171,0.0001086913,0.0004353097,0.0003423344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004967735,0.0005714191,0.02875653,0.0004231271,0.0001311194,0.000432851,0.0004529088,0.7882003,0.003950813,0.0572194,0.00425203,0.1151127],"study_design_scores_gemma":[0.0001595644,0.0009206627,0.01667707,0.0001558687,0.0001014511,0.0003959028,0.001191157,0.9158893,0.001951616,0.05882214,0.003678995,0.0000563178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6825688,0.002127323,0.2839369,0.006268192,0.0001031508,0.0004456798,0.0002745259,0.0004373235,0.02383804],"genre_scores_gemma":[0.9830383,0.0004335159,0.01549571,0.0001257662,0.00002181336,0.00006243412,0.00004588026,0.00001900023,0.0007576665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00688162,"threshold_uncertainty_score":0.02119714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378976300","doi":"10.1080/20476965.2023.2219293","title":"Exploratory analysis using discrete event simulation modelling of the wait times and service costs associated with the maximum wait time guarantee policy applied in a rheumatology central intake clinic","year":2023,"lang":"en","type":"article","venue":"Health Systems","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary","funders":"","keywords":"Discrete event simulation; Event (particle physics); Medicine; Service (business); Rheumatology; Exploratory research; Internal medicine; Event data; Medical emergency; Operations management; Emergency medicine; Computer science; Business; Simulation; Data mining; Engineering; Marketing","authors":[{"name":"Toni Tagimacruz","is_ca":true},{"name":"Monica Cepoiu‐Martin","is_ca":true},{"name":"Deborah A. Marshall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09284819043098502,"gpt":0.3937984145621259,"spread":0.3009502241311409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002554712,0.0008767984,0.0009022549,0.0009151445,0.0006195563,0.001500638,0.0012048,0.001561968,0.004311453],"category_scores_gemma":[0.008924955,0.0006135798,0.001157837,0.0009239185,0.0007151149,0.0008170183,0.0007648035,0.001885672,0.0001844272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00303907,"about_ca_system_score_gemma":0.002527985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04511834,"about_ca_topic_score_gemma":0.02022444,"domain_scores_codex":[0.998677,0.0007244408,0.00005016617,0.0001336028,0.0001216699,0.0002932183],"domain_scores_gemma":[0.9835556,0.01390871,0.0009730353,0.0003197636,0.0007441097,0.0004988228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00010948,0.00008591287,0.002522402,0.00002452019,0.00002419471,0.00004250688,0.00003625592,0.9943503,0.0001975722,0.00187359,0.0001342659,0.0005990894],"study_design_scores_gemma":[0.00002394227,0.00005541879,0.0008204776,0.000004876972,0.00001159302,0.000006277272,0.00006123821,0.9980885,0.0001204148,0.0006916151,0.0001086778,0.000006927954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602833,0.0001602843,0.03028083,0.0006656072,0.00003893223,0.0002006066,0.001447529,0.0001277641,0.006795074],"genre_scores_gemma":[0.9923251,0.00007212236,0.00585911,0.00003624203,0.000008372051,0.0001175049,0.0003232889,0.00001523123,0.001243027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04511834,"threshold_uncertainty_score":0.08971143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200498450","doi":"10.1080/20476965.2021.2004933","title":"A simulation model to analyse automation scenarios in decontamination centers","year":2021,"lang":"en","type":"article","venue":"Health Systems","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Polytechnique Montréal","funders":"","keywords":"Human decontamination; Automation; Process (computing); Work (physics); Computer science; Patient safety; Productivity; sort; Risk analysis (engineering); Operations management; Engineering; Medicine; Waste management; Health care; Database","authors":[{"name":"Marzieh Ghiyasinasab","is_ca":true},{"name":"Nadia Lahrichi","is_ca":true},{"name":"Nadia Lehoux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02875823274765013,"gpt":0.3054274379219893,"spread":0.2766692051743392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007912175,0.001084588,0.0009852519,0.0008477071,0.0007359178,0.001498156,0.001521953,0.002435256,0.006105717],"category_scores_gemma":[0.002385361,0.0006369554,0.001245669,0.0009622392,0.0006324729,0.0008545357,0.0008701747,0.001252626,0.0004516859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715931,"about_ca_system_score_gemma":0.00222394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03421906,"about_ca_topic_score_gemma":0.01617846,"domain_scores_codex":[0.9994811,0.0002255475,0.0000305028,0.00007156988,0.00007734955,0.0001139491],"domain_scores_gemma":[0.9980326,0.001377704,0.0001457673,0.00006766634,0.0002541342,0.0001220869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003816408,0.00002608752,0.0004279257,0.00001972217,0.000008767356,0.00003072513,0.00001836731,0.9977907,0.0001659514,0.0008739199,0.00008632481,0.0005133279],"study_design_scores_gemma":[0.00002329358,0.00003497885,0.000202047,0.000008037551,0.000007837275,0.000006575868,0.00002940538,0.9985887,0.0001388574,0.0004725598,0.0004823048,0.000005245009],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6328596,0.0008720946,0.3030912,0.001121542,0.0002409042,0.00102156,0.00496793,0.001115,0.05471015],"genre_scores_gemma":[0.9592555,0.0004644988,0.0308059,0.00006701799,0.00001573381,0.0008200859,0.001674075,0.00004806769,0.00684903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03421906,"threshold_uncertainty_score":0.06803977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3148935013","doi":"10.1080/20476965.2021.1906762","title":"A qualitative model of the HIV care continuum in Vancouver, Canada","year":2021,"lang":"en","type":"article","venue":"Health Systems","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"AIDS Vancouver; Fraser Health; Vancouver Coastal Health Research Institute; Simon Fraser University","funders":"Canadian Institutes of Health Research; Mitacs","keywords":"Unified Modeling Language; Activity diagram; Class diagram; Computer science; Health care; Continuum of care; Interaction overview diagram; Formalism (music); Systems Modeling Language; Health administration; Process management; Medicine; Nursing; Management science; Engineering; Programming language; Public health","authors":[{"name":"Benny Wai","is_ca":true},{"name":"Krisztina Vàsàrhelyi","is_ca":true},{"name":"Alexander R. Rutherford","is_ca":true},{"name":"Chris Buchner","is_ca":true},{"name":"Réka Gustafson","is_ca":true},{"name":"Miranda Compton","is_ca":true},{"name":"Mark Hull","is_ca":true},{"name":"Jim Williams","is_ca":true},{"name":"Rolando Barrios","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1869268999793063,"gpt":0.4377186106684162,"spread":0.2507917106891099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002227789,0.0002891744,0.0001888225,0.0006891201,0.001632563,0.002069283,0.001325891,0.0006196561,0.01592033],"category_scores_gemma":[0.0006925599,0.0001730506,0.0003209435,0.001305052,0.0009601287,0.0004742262,0.0006350466,0.0005518019,0.0008306226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01690839,"about_ca_system_score_gemma":0.01924333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9538025,"about_ca_topic_score_gemma":0.9580861,"domain_scores_codex":[0.9998066,0.00005885731,0.000007863478,0.00002732208,0.00004699948,0.00005247329],"domain_scores_gemma":[0.9996803,0.00009428403,0.00002427263,0.00001579643,0.0001340798,0.00005127366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001249549,0.0000985742,0.01213798,0.0001993252,0.00003851146,0.0008779464,0.002186454,0.6394289,0.00180948,0.3068824,0.01753817,0.01867729],"study_design_scores_gemma":[0.0001762681,0.0000547366,0.01194042,0.000198019,0.00004684428,0.0001876294,0.004641855,0.768979,0.0006888058,0.05354203,0.1594654,0.00007904827],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2666397,0.001314165,0.1754983,0.007694716,0.0003013488,0.0007129698,0.04232976,0.001323607,0.5041854],"genre_scores_gemma":[0.9158384,0.0005742283,0.03083938,0.0002344105,0.00001191526,0.0002824264,0.003541772,0.00006234821,0.04861502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04619753,"threshold_uncertainty_score":0.1226795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035250802","doi":"10.1080/20476965.2020.1771619","title":"Alternative care providers in rheumatoid arthritis patient care: a queueing and simulation analysis","year":2020,"lang":"en","type":"article","venue":"Health Systems","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":3,"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":"Medicine; Rheumatoid arthritis; Workload; Queueing theory; Discrete event simulation; Physical therapy; Internal medicine; Computer science; Simulation","authors":[{"name":"Toni Tagimacruz","is_ca":true},{"name":"Diane P. Bischak","is_ca":true},{"name":"Deborah A. Marshall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05276291570740711,"gpt":0.3941626282107987,"spread":0.3413997125033916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002092367,0.0007761059,0.0008457865,0.0009280107,0.0007746281,0.001188654,0.001252507,0.00179089,0.004027318],"category_scores_gemma":[0.006135012,0.0004992578,0.001031516,0.0008926688,0.0008518403,0.0009984924,0.001064063,0.001336895,0.0001899768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003512592,"about_ca_system_score_gemma":0.002758396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07501575,"about_ca_topic_score_gemma":0.03412798,"domain_scores_codex":[0.9990877,0.0004252109,0.00002812847,0.000104266,0.00008242838,0.0002723421],"domain_scores_gemma":[0.9931161,0.00539923,0.0004772526,0.0001328244,0.0003713956,0.0005032912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001243129,0.0001579276,0.003947578,0.00001734587,0.0000342567,0.00007709389,0.00005124787,0.9897015,0.0001503066,0.004092468,0.0003468698,0.001299052],"study_design_scores_gemma":[0.00002979946,0.00003501918,0.0006720693,0.000003544528,0.00001052121,0.000007927067,0.00005926438,0.9983729,0.00002529786,0.0006872619,0.00009066832,0.000005728076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518953,0.0004669142,0.03681519,0.001877961,0.00007518127,0.0001717667,0.0007268403,0.00009302383,0.007877716],"genre_scores_gemma":[0.9932956,0.0001743585,0.004825975,0.00009085717,0.00002249122,0.00006719615,0.0002165433,0.000008315198,0.001298561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07501575,"threshold_uncertainty_score":0.1491582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392613193","doi":"10.1080/20476965.2024.2325991","title":"A simple and practical approach to improving the cost effectiveness of surgical inventory management","year":2024,"lang":"en","type":"article","venue":"Health Systems","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; London Health Sciences Centre","keywords":"Economic shortage; Intuition; Computer science; Operations management; Operations research; Operating room management; Service level; Heuristic; Service (business); Set (abstract data type); Simple (philosophy); Management science; Business; Economics; Engineering; Artificial intelligence; Marketing; Psychology","authors":[{"name":"Tammi Hawa","is_ca":true},{"name":"Carolyn R. Busby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1223996250498206,"gpt":0.4718497346984764,"spread":0.3494501096486557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002528463,0.001449002,0.0009075151,0.001344057,0.000847754,0.001898803,0.001439299,0.001262715,0.01055406],"category_scores_gemma":[0.01340922,0.0005145724,0.0007184244,0.00154418,0.001099476,0.001900958,0.001211166,0.001419184,0.0009617877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00254164,"about_ca_system_score_gemma":0.005347946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00934808,"about_ca_topic_score_gemma":0.01175524,"domain_scores_codex":[0.9977443,0.001039565,0.00009353204,0.0001806092,0.0007810906,0.0001609885],"domain_scores_gemma":[0.9960334,0.002340274,0.0004065515,0.0005578707,0.0005615838,0.0001002863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003216276,0.0006975397,0.003069138,0.0005241575,0.0001420462,0.0001564707,0.0001523983,0.6167211,0.01067468,0.06432504,0.008628664,0.2945872],"study_design_scores_gemma":[0.0001793035,0.001196611,0.00336409,0.0001053884,0.00009896955,0.0002748095,0.0003152875,0.9162141,0.007210468,0.05714909,0.01381366,0.0000782321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07361279,0.001490053,0.8660879,0.005268807,0.0003636744,0.000681118,0.000383658,0.001609025,0.05050311],"genre_scores_gemma":[0.5924864,0.0007077684,0.4028056,0.0004187415,0.0001058595,0.0001544879,0.0001397414,0.0001008195,0.003080684],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01055406,"threshold_uncertainty_score":0.03530687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2259897829","doi":"10.1057/hs.2015.14","title":"Special issue on evaluation of telehealth and e-health systems and processes","year":2015,"lang":"en","type":"article","venue":"Health Systems","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Telehealth; Telemedicine; Health informatics; Medicine; Health care; Computer science; Nursing; Public health; Political science","authors":[{"name":"David Ben‐Arieh","is_ca":false},{"name":"Vivian Vimarlund","is_ca":false},{"name":"Patrick Boissy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.187738433634349,"gpt":0.4614421631150338,"spread":0.2737037294806848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016761,0.003170137,0.003779645,0.006201254,0.002067406,0.008358019,0.004126817,0.01160999,0.06269278],"category_scores_gemma":[0.03719241,0.001056832,0.002809798,0.003490028,0.002397622,0.006024432,0.00442313,0.006094355,0.01006538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003651506,"about_ca_system_score_gemma":0.008127664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684962,"about_ca_topic_score_gemma":0.006743724,"domain_scores_codex":[0.9838582,0.003884365,0.002590111,0.001163516,0.007416726,0.001087023],"domain_scores_gemma":[0.9336041,0.03462243,0.004741944,0.003397283,0.01833231,0.005302044],"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":[0.0001116511,0.0002389413,0.0005481911,0.00126581,0.00007043745,0.0002158496,0.00006344938,0.000151372,0.000329922,0.001254349,0.9438905,0.05185955],"study_design_scores_gemma":[0.00006255708,0.0002365436,0.003081256,0.001984526,0.00009086311,0.0004524642,0.0001651407,0.0003144894,0.000359726,0.004657708,0.9885616,0.00003306148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007965126,0.04179937,0.001381273,0.04889159,0.8884509,0.0002817823,0.0003843385,0.0001280788,0.01788608],"genre_scores_gemma":[0.003147768,0.03045641,0.001097269,0.01847517,0.9107848,0.0002399671,0.0005405499,0.0001895069,0.03506859],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06269278,"threshold_uncertainty_score":0.2097282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}