{"id":"W4206676686","doi":"10.36834/cmej.58404","title":"Family Medicine Forum","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Family medicine; Traditional medicine; Computer science; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002573203,0.001001032,0.0006824008,0.00283026,0.004141887,0.005154146,0.001429861,0.007287336,0.489134],"category_scores_gemma":[0.009735446,0.0004075168,0.0007516934,0.001593995,0.001268274,0.00211454,0.003998177,0.003956747,0.185522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003397944,"about_ca_system_score_gemma":0.008238181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341252,"about_ca_topic_score_gemma":0.05310184,"domain_scores_codex":[0.998247,0.0002468673,0.00005877419,0.0001853976,0.0008342845,0.0004276743],"domain_scores_gemma":[0.9909375,0.0008027936,0.0002940951,0.0003711727,0.002159175,0.005435196],"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":[0.000006102245,0.00001503149,0.00007291019,0.00003196872,9.62611e-7,0.00003810446,0.00002250255,0.000005197116,0.00003039001,0.0005909853,0.9820886,0.01709726],"study_design_scores_gemma":[0.000004396183,0.000003995981,0.0004124607,0.00007013376,0.000001071613,0.00005163475,0.00004602165,0.000005985707,0.00000847431,0.0002684889,0.9991252,0.000002239297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0008894489,0.02820573,0.0003702393,0.2282995,0.1800463,0.0001204375,0.001115513,0.000417815,0.560535],"genre_scores_gemma":[0.00395332,0.007190618,0.0002194265,0.0454155,0.06096206,0.00006406874,0.0004354359,0.0001274621,0.8816321],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.489134,"threshold_uncertainty_score":0.7286884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05437927015524775,"score_gpt":0.468727946367465,"score_spread":0.4143486762122172,"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."}}