{"id":"W7128116919","doi":"","title":"PHYSICIAN PRACTICE IN CANADIAN LONG-TERM CARE SETTINGS","year":2025,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical record; Health care; Medical practice; Cohort; MEDLINE; Emergency department; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002633542,0.0002367197,0.0002195178,0.00221954,0.004306665,0.001751069,0.00160614,0.0005028697,0.003235846],"category_scores_gemma":[0.0125504,0.0002550541,0.0003023346,0.004473697,0.001163345,0.000529209,0.001662366,0.0008055223,0.0001575005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04947994,"about_ca_system_score_gemma":0.06794822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9889304,"about_ca_topic_score_gemma":0.9923403,"domain_scores_codex":[0.9961349,0.0004505327,0.0002414662,0.0003901611,0.001898631,0.0008843395],"domain_scores_gemma":[0.9846154,0.001614037,0.00336979,0.0002729453,0.006480059,0.003647747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006504037,0.0000582011,0.9644043,0.0001749294,0.00003003809,0.0001726699,0.01191979,0.0001376062,0.0001219335,0.0003542918,0.002609547,0.01995159],"study_design_scores_gemma":[0.000004721885,0.0000213758,0.9931867,0.00006334711,0.000006484009,0.00006369476,0.004631143,0.0001183685,0.00003580272,0.00002129407,0.001835737,0.00001133715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881235,0.00136154,0.0001694487,0.001444362,0.00002436348,0.0000774685,0.00182085,0.00001906058,0.006959388],"genre_scores_gemma":[0.9976998,0.0007030095,0.0002696711,0.0001793619,0.000006860277,0.00002587775,0.0005531615,0.000003105773,0.0005591378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04947994,"threshold_uncertainty_score":0.3590037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650099150189527,"score_gpt":0.3299651703581879,"score_spread":0.3134641788562926,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}