{"id":"W3126410755","doi":"10.26443/mjm.v5i1.576","title":"Science, Medicine and the Student","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Medical Research Council; Medical Research Council Canada; Alzheimer Society","keywords":"Medicine; Medical education; Family medicine; Traditional medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002171632,0.0006778855,0.001037274,0.001541956,0.004290937,0.004013016,0.001174772,0.00564878,0.3938703],"category_scores_gemma":[0.008876035,0.0004000877,0.0004894205,0.0008952125,0.001454899,0.002787007,0.00541792,0.003102697,0.2158791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072205,"about_ca_system_score_gemma":0.008412759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005081705,"about_ca_topic_score_gemma":0.01443387,"domain_scores_codex":[0.9981108,0.0002713573,0.0001056298,0.0002507333,0.0008268226,0.0004347046],"domain_scores_gemma":[0.9901944,0.0007551576,0.0003610521,0.0005990932,0.002878345,0.005211956],"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":[0.00008893369,0.00004562028,0.0003814392,0.0002179043,0.000005142188,0.0000737801,0.00004181094,0.00002373367,0.0004422426,0.003400178,0.9337904,0.06148874],"study_design_scores_gemma":[0.0000198838,0.00002879903,0.001148177,0.0003243304,0.000004611525,0.0001190436,0.0001101284,0.00003854821,0.00008062842,0.0006965626,0.9974236,0.000005703581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001692699,0.008540126,0.000290431,0.07662186,0.1126693,0.0001627376,0.000684217,0.0003561371,0.7989824],"genre_scores_gemma":[0.01367813,0.006708059,0.0002161098,0.06025493,0.01594801,0.000300527,0.0004974591,0.000151715,0.9022452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3938703,"threshold_uncertainty_score":0.8645704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572203284918877,"score_gpt":0.2721987920873058,"score_spread":0.246476759238117,"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."}}