{"id":"W4206939149","doi":"10.46747/cfp.68019","title":"I’m a GP, too","year":2022,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Computer science; Library science; Medicine; Operations research; Political science; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002990195,0.0007559972,0.0008396347,0.0007271324,0.01353671,0.004812835,0.001664559,0.01694816,0.03882252],"category_scores_gemma":[0.02366143,0.0006710117,0.0007493668,0.0006193772,0.004305964,0.00801641,0.002637391,0.03677956,0.01390196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008806958,"about_ca_system_score_gemma":0.01350397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1163623,"about_ca_topic_score_gemma":0.2235768,"domain_scores_codex":[0.9952261,0.0009779797,0.000210507,0.0007282753,0.001677112,0.001180019],"domain_scores_gemma":[0.9864834,0.00141268,0.0004896314,0.0002417551,0.004266858,0.007105664],"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":[0.000008127628,0.00001422021,0.0004783724,0.00002725551,0.000004623516,0.0006538532,0.0004758687,0.000007973351,0.00006722376,0.001139216,0.992821,0.004302165],"study_design_scores_gemma":[0.00001960908,0.00003397457,0.001100545,0.0005450044,0.00001041287,0.002997149,0.004879433,0.00007884399,0.00006533678,0.002882551,0.9873318,0.00005536786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003441172,0.001226635,0.0001132492,0.97763,0.01234863,0.00001412383,0.00004597957,0.00002763497,0.008249743],"genre_scores_gemma":[0.004323837,0.001605436,0.0001954403,0.9583718,0.005096093,0.00002463843,0.00002706363,0.00003422104,0.03032147],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1163623,"threshold_uncertainty_score":0.23137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05992793023284437,"score_gpt":0.3525321866364795,"score_spread":0.2926042564036351,"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."}}