{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001056141,0.0002125961,0.0004612618,0.0005538638,0.001535232,0.000005547029,0.0004531696,0.000104744,0.0001670104],"category_scores_gemma":[0.0001531841,0.0002235666,0.00005951342,0.001008982,0.00006903865,0.0002323122,0.0001308095,0.001521074,0.0004378545],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004204133,"about_ca_system_score_gemma":0.00787765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2972699,"about_ca_topic_score_gemma":0.1129662,"domain_scores_codex":[0.996413,0.0009576699,0.0006066255,0.0003985648,0.0004327896,0.00119133],"domain_scores_gemma":[0.9976196,0.000895627,0.0002162046,0.0005356378,0.0001262024,0.000606696],"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":[0.00005643737,0.00004010785,0.001244223,0.00005909501,0.00002137224,0.0002178649,0.00313314,0.00001604384,0.00026949,0.007054361,0.9492399,0.03864798],"study_design_scores_gemma":[0.001178701,0.0001286486,0.03476748,0.00003408572,0.00001844796,3.941807e-7,0.02265149,0.00001543794,4.830079e-7,0.001124082,0.9398695,0.0002112285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01811638,0.002675959,0.000006209253,0.05965909,0.002247975,0.0009423596,0.0001549569,0.00008516065,0.9161119],"genre_scores_gemma":[0.104085,0.00009232297,0.00008978148,0.8923841,0.0006399223,0.0004018295,0.0001081994,0.00005305846,0.002145817],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9139661,"threshold_uncertainty_score":0.9997646,"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."}}