{"id":"W4232717044","doi":"10.26443/mjm.v7i1.632","title":"Reinventing Medicine","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional medicine; Family 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":[0.005110599,0.0006689755,0.0007585959,0.001553447,0.003975511,0.005869675,0.001753515,0.007576613,0.3473752],"category_scores_gemma":[0.02843012,0.0003495099,0.0008489516,0.000697942,0.002679702,0.00500152,0.006659323,0.006027697,0.1893219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003264461,"about_ca_system_score_gemma":0.01177935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003255317,"about_ca_topic_score_gemma":0.008394409,"domain_scores_codex":[0.9944872,0.001167521,0.0003000692,0.0005775372,0.002169213,0.001298447],"domain_scores_gemma":[0.9580497,0.003567479,0.001799293,0.003700309,0.0126164,0.02026697],"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":[0.00006348135,0.0000370382,0.0004342542,0.0001995242,0.000009819285,0.0001374689,0.00004880145,0.00002734343,0.0003482318,0.004602791,0.9324778,0.06161331],"study_design_scores_gemma":[0.0000135669,0.000015835,0.000707565,0.0003219218,0.000005422251,0.0002117619,0.00009343813,0.00003493577,0.00009308122,0.001965925,0.9965296,0.000006889114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001677068,0.008834512,0.0009289932,0.232782,0.1548531,0.0001096488,0.0003675111,0.0006231198,0.599824],"genre_scores_gemma":[0.02803661,0.009825159,0.00120012,0.2483696,0.04899672,0.0002522263,0.000554991,0.0004883164,0.6622762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3473752,"threshold_uncertainty_score":0.93089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09103084385678813,"score_gpt":0.3516574821525409,"score_spread":0.2606266382957528,"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."}}