{"id":"W4321445409","doi":"10.22454/fammed.2023.734267","title":"Perceived Access and Appropriateness: Comparison of Teaching and Resident Family Physicians’ Patients","year":2023,"lang":"en","type":"article","venue":"Family Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Medicine; Family medicine; MEDLINE; Cross-sectional study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009491899,0.0001377955,0.0003010512,0.0006198203,0.0005095699,0.000774751,0.000194053,0.0004398016,0.002369895],"category_scores_gemma":[0.005872349,0.0001612515,0.0003308134,0.0004878643,0.0003852872,0.0005837315,0.0006064466,0.0004556876,0.0001973353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004931199,"about_ca_system_score_gemma":0.0003961392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004455379,"about_ca_topic_score_gemma":0.004702396,"domain_scores_codex":[0.999128,0.0003132004,0.00009943901,0.00008334534,0.0002094009,0.0001666192],"domain_scores_gemma":[0.9961913,0.0009044625,0.001545076,0.00006469469,0.0003040491,0.00099043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001069903,0.00008504526,0.9943435,0.00001512197,0.00002520052,0.0001191826,0.003072415,0.00002584558,0.0001506453,0.00001467801,0.0001097623,0.00193159],"study_design_scores_gemma":[0.00001126844,0.0004384518,0.99118,0.000009267999,0.00001069223,0.0004831369,0.00748585,0.0001381243,0.00005225158,0.00001273663,0.0001712906,0.000006889415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997366,0.00004158061,0.00001284023,0.00002979336,0.000001976294,0.000003018988,0.00002933314,5.726638e-7,0.0001442545],"genre_scores_gemma":[0.9998753,0.00001883706,0.00001486791,0.00001775208,0.000002955973,0.000002618532,0.00002789739,3.917748e-7,0.00003938949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004455379,"threshold_uncertainty_score":0.008858919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1590931601787814,"score_gpt":0.4897462660204939,"score_spread":0.3306531058417126,"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."}}