{"id":"W2075563633","doi":"10.1503/cmaj.060793","title":"Forging a physician","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Career path; Path (computing); World Wide Web; Medicine; Computer science; Medical education; Family medicine; Engineering; Engineering management","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":[0.002227698,0.0007187723,0.0005874828,0.0007190566,0.005824917,0.005716505,0.0009350722,0.007145887,0.2265116],"category_scores_gemma":[0.0122846,0.0005130999,0.0005556187,0.0003431349,0.002689052,0.007548677,0.006192453,0.008378314,0.1187687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001820829,"about_ca_system_score_gemma":0.005244317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005201259,"about_ca_topic_score_gemma":0.01215968,"domain_scores_codex":[0.997769,0.0004275892,0.0000762178,0.0003397847,0.000905806,0.0004816157],"domain_scores_gemma":[0.9908347,0.000577769,0.0002904304,0.0002251281,0.00116886,0.00690305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007196671,0.00001491556,0.0001025768,0.00003050111,0.000001699253,0.00007164216,0.0002093692,0.00000468199,0.00004591158,0.001399019,0.9806998,0.01741266],"study_design_scores_gemma":[0.000006257398,0.0000235042,0.0003117288,0.0002306262,0.000001799357,0.0003854465,0.001238422,0.00000766984,0.00002187048,0.001086545,0.9966788,0.000007325015],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001630088,0.02748394,0.001157615,0.6547196,0.08873852,0.00009082998,0.0001512117,0.0004787135,0.2255495],"genre_scores_gemma":[0.01213647,0.01896752,0.00159411,0.3638033,0.01009765,0.00007768463,0.00011451,0.0001831891,0.5930255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2265116,"threshold_uncertainty_score":0.7577567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560974155478544,"score_gpt":0.3534601248089823,"score_spread":0.3378503832541968,"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."}}