{"id":"W4321503963","doi":"10.46747/cfp.6902e45","title":"Just a GP?","year":2023,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Ask price; Computer science; Internet privacy; Data science; World Wide Web; Medicine; Business; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002923555,0.0005001916,0.0004700366,0.000645501,0.009059724,0.004586878,0.001157367,0.004792983,0.1193748],"category_scores_gemma":[0.02190283,0.0002682976,0.0005336071,0.0005511437,0.005386642,0.006815758,0.005470375,0.0117489,0.0416109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005677335,"about_ca_system_score_gemma":0.01123903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06729648,"about_ca_topic_score_gemma":0.1262145,"domain_scores_codex":[0.9937966,0.001846775,0.0001682374,0.0006095567,0.001825315,0.001753616],"domain_scores_gemma":[0.9859861,0.0006975533,0.0005842723,0.0003930617,0.002998153,0.009340823],"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":[0.000007570672,0.00002335178,0.0006836719,0.00004019766,0.000004499587,0.0001846506,0.001511264,0.000006220639,0.00006853483,0.004501552,0.9794587,0.01350981],"study_design_scores_gemma":[0.00001234009,0.00002335127,0.001587746,0.0003136728,0.000005607576,0.0007672953,0.007499557,0.00001452912,0.00005030548,0.002363243,0.9873404,0.00002195509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003487484,0.004600744,0.0007667446,0.7738023,0.02448733,0.00006264648,0.000303103,0.0002394355,0.1922502],"genre_scores_gemma":[0.05268438,0.005205227,0.001052435,0.7154813,0.007390648,0.00007515504,0.0003237882,0.0003084036,0.2174787],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1193748,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09831004845544564,"score_gpt":0.3986394883892084,"score_spread":0.3003294399337627,"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."}}