{"id":"W4385653116","doi":"10.26443/mjm.v21i1.1064","title":"Family Medicine Symposium (FMGSS) 2023","year":2023,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Traditional medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002275866,0.00124774,0.0005740014,0.001466983,0.002092675,0.002632854,0.001171795,0.009507642,0.246635],"category_scores_gemma":[0.002813295,0.0004293376,0.001312832,0.0004597426,0.0005107399,0.0007106605,0.002550412,0.003350261,0.06300505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002492406,"about_ca_system_score_gemma":0.006023733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116267,"about_ca_topic_score_gemma":0.0515207,"domain_scores_codex":[0.9987602,0.0002232927,0.00004252562,0.0001317576,0.0004527949,0.0003894453],"domain_scores_gemma":[0.9973732,0.0001820186,0.0001020233,0.00006143559,0.0005598981,0.001721467],"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":[0.0001291894,0.00007557615,0.0002909764,0.00006736886,0.00001311174,0.0001574406,0.00001320993,0.00003604194,0.000281103,0.0004188433,0.9737731,0.02474407],"study_design_scores_gemma":[0.00007879392,0.00006424941,0.003633458,0.000212303,0.00001153382,0.0001320337,0.00003817711,0.00008680783,0.0001475443,0.00040027,0.9951866,0.000008207219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.006929315,0.01863442,0.0006805032,0.2878549,0.3536106,0.0003831437,0.005357498,0.0004635164,0.3260861],"genre_scores_gemma":[0.01310116,0.005282777,0.0008030785,0.038629,0.08343444,0.0002192837,0.002155427,0.0001389982,0.8562358],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.246635,"threshold_uncertainty_score":0.8250762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1458254806908766,"score_gpt":0.4700284252847752,"score_spread":0.3242029445938986,"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."}}