{"id":"W4384283417","doi":"10.46747/cfp.6907450","title":"The family physician","year":2023,"lang":"en","type":"editorial","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pinnacle; IMG; Base (topology); Computer science; World Wide Web; Medicine; Data science; Surgery; Mathematics; Operating system","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":[0.002244775,0.00149563,0.001047568,0.001707508,0.004067628,0.003861239,0.001816075,0.01413186,0.1180847],"category_scores_gemma":[0.02461429,0.0008061727,0.001285172,0.0007078383,0.001582047,0.003444956,0.001421653,0.01601879,0.07682917],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494094,"about_ca_system_score_gemma":0.005961405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03869437,"about_ca_topic_score_gemma":0.08197758,"domain_scores_codex":[0.9976411,0.0004093947,0.0001375958,0.0002560665,0.001300734,0.0002551455],"domain_scores_gemma":[0.9883725,0.002894494,0.0003556734,0.0003872624,0.005543132,0.002446981],"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":[0.000001762226,9.684302e-7,0.000005091234,0.00001197255,5.75876e-7,0.00001664189,0.000002165298,0.000001976477,0.000002665006,0.0001010322,0.9980641,0.001791085],"study_design_scores_gemma":[0.00000859323,0.000003588544,0.00009252091,0.000143751,0.000002840619,0.00008373296,0.00002448049,0.00001150698,0.000008047503,0.0002141962,0.999401,0.000005665706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003826901,0.007133132,0.0001086151,0.2387837,0.7139524,0.00003806852,0.000154515,0.0001769983,0.0396143],"genre_scores_gemma":[0.001534276,0.00951992,0.000189881,0.3452622,0.4729111,0.00005758157,0.0001705261,0.0001297415,0.1702247],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9955059,"threshold_uncertainty_score":0.3950326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169309860595358,"score_gpt":0.3672152910105766,"score_spread":0.3255221924046231,"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."}}