{"id":"W4311417423","doi":"10.46747/cfp.6812905","title":"Focused practice in family medicine","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Remuneration; Payment; Scope of practice; Medicine; Family medicine; Service (business); Variety (cybernetics); Scope (computer science); Clinical Practice; Primary care; Medical education; Health care; World Wide Web; Business; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001556812,0.0001430086,0.0001428538,0.0005319851,0.001230535,0.0009941662,0.0005188284,0.0007613549,0.0125942],"category_scores_gemma":[0.006537085,0.0001025837,0.0001918097,0.000811869,0.001072093,0.0009443451,0.001475913,0.0008041709,0.001039002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00227297,"about_ca_system_score_gemma":0.007487431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634398,"about_ca_topic_score_gemma":0.03031349,"domain_scores_codex":[0.9986653,0.0004886646,0.00006024568,0.0001293725,0.0004079108,0.0002485567],"domain_scores_gemma":[0.9946287,0.0008849181,0.001271906,0.0001956207,0.0006791282,0.00233966],"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":[0.00007483426,0.0005503417,0.4132826,0.000835841,0.00005329503,0.001270438,0.02143836,0.0001529364,0.001213646,0.007962484,0.07942367,0.4737416],"study_design_scores_gemma":[0.00004260785,0.0003675836,0.7505492,0.001642517,0.00002968709,0.005101704,0.01451568,0.0001298366,0.0001818836,0.003467174,0.2239458,0.00002633989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6812679,0.03818714,0.003544315,0.07200509,0.001467273,0.0004131938,0.0008028045,0.0001246837,0.2021875],"genre_scores_gemma":[0.9564104,0.01021945,0.003459273,0.01370719,0.0006086005,0.0001703237,0.0003553051,0.00001300797,0.01505649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634398,"threshold_uncertainty_score":0.04213178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06876734252379332,"score_gpt":0.3932639627336004,"score_spread":0.3244966202098071,"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."}}