{"id":"W4366331144","doi":"10.46747/cfp.6904295","title":"Family medicine has become more complex","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Family doctors; Payment; Health care; Family medicine; Medicine; Computer science; Political science; World Wide Web; Law","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":[0.004491716,0.0006894055,0.0007577481,0.001359994,0.005969025,0.005403042,0.001151793,0.005588942,0.1121865],"category_scores_gemma":[0.007943216,0.0003432537,0.0007173442,0.001103748,0.006572703,0.008367383,0.005058246,0.01086565,0.01633186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009414537,"about_ca_system_score_gemma":0.01072517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05449435,"about_ca_topic_score_gemma":0.09698371,"domain_scores_codex":[0.9969411,0.000664819,0.0001312594,0.0005005543,0.001178241,0.0005839995],"domain_scores_gemma":[0.9905986,0.001450495,0.0004644823,0.0004782637,0.002254127,0.00475414],"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":[0.00003279115,0.00004950216,0.001106892,0.0002308377,0.00001769461,0.000201897,0.0009518124,0.0000801816,0.0002856768,0.03817319,0.8821274,0.07674219],"study_design_scores_gemma":[0.000006026387,0.00001545959,0.001426628,0.0002723743,0.000003561637,0.0002592538,0.0007884904,0.0000211675,0.00002097943,0.005509571,0.9916633,0.00001305868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002678503,0.02195785,0.001809889,0.8483359,0.03126074,0.00002540688,0.0004771395,0.0004335847,0.09302098],"genre_scores_gemma":[0.06202188,0.04908733,0.005132019,0.7186165,0.03914944,0.00008623643,0.0009897004,0.0004792734,0.1244375],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1121865,"threshold_uncertainty_score":0.3753012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1958140114266161,"score_gpt":0.419676037090926,"score_spread":0.22386202566431,"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."}}