{"id":"W4404808330","doi":"10.1370/afm.22.s1.6600","title":"Practice patterns of Ontario physicians working in 'boutique' medical clinics","year":2024,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Family medicine; Medical practice; Medicine; Medical education; Nursing","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":[0.0003850833,0.0001238524,0.0001464154,0.0006818758,0.001446482,0.0007545225,0.000605076,0.0004313901,0.002832462],"category_scores_gemma":[0.002057636,0.0002111649,0.0002420431,0.00184266,0.0006375336,0.0003454313,0.0005724339,0.0002851183,0.0002179734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009434948,"about_ca_system_score_gemma":0.009615989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8888456,"about_ca_topic_score_gemma":0.9575148,"domain_scores_codex":[0.9991586,0.00007783361,0.00006929944,0.0001594745,0.0002436176,0.0002912228],"domain_scores_gemma":[0.9973372,0.0001831705,0.001291303,0.00005909229,0.0003889353,0.0007404285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003054589,0.00001523753,0.9933674,0.00002893597,0.00001246564,0.0001271765,0.002404179,0.00004284676,0.0002804654,0.00004759514,0.001133109,0.002510046],"study_design_scores_gemma":[0.000003965673,0.00001782487,0.9972667,0.00002360921,0.000003875305,0.0001001495,0.001924148,0.00007852052,0.00002262808,0.000007405449,0.0005480142,0.000003275675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959133,0.0003521633,0.00006248369,0.000644349,0.000006650057,0.0000303785,0.001175373,0.00000829291,0.001806968],"genre_scores_gemma":[0.9986632,0.0002088843,0.00008568255,0.0001500435,0.000005945132,0.00001928559,0.0004177279,0.000002217774,0.0004468751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111544,"threshold_uncertainty_score":0.223618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5118222192787896,"score_gpt":0.6347536403559659,"score_spread":0.1229314210771764,"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."}}