{"id":"W3127648784","doi":"10.26443/mjm.v7i2.395","title":"MEDICINE IN THE 21ST CENTURY","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Traditional 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":[0.002730621,0.0006039125,0.001032682,0.001597239,0.004238678,0.004823023,0.001187635,0.005373623,0.3085934],"category_scores_gemma":[0.01382779,0.0003214347,0.0005308322,0.001224164,0.002299051,0.003587448,0.003900714,0.003827533,0.1235159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003399214,"about_ca_system_score_gemma":0.01069662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045305,"about_ca_topic_score_gemma":0.02289002,"domain_scores_codex":[0.9971454,0.0005469924,0.0001788444,0.0002934655,0.001239585,0.0005957586],"domain_scores_gemma":[0.9857005,0.00217363,0.000961442,0.001145786,0.004921748,0.005096822],"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":[0.0001444632,0.00003153673,0.0004232911,0.0004543791,0.00001031623,0.00008972181,0.00005567841,0.00004007131,0.0005812307,0.01077959,0.9307216,0.05666802],"study_design_scores_gemma":[0.00001514122,0.00001360096,0.001101749,0.000473322,0.000004598164,0.0000717954,0.00007579694,0.00002757155,0.00006767562,0.001453733,0.9966894,0.000005440101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001417076,0.01821109,0.0003683125,0.1352831,0.07996921,0.00009295956,0.0009823942,0.000272508,0.7634034],"genre_scores_gemma":[0.02951919,0.02525548,0.0006442582,0.2035514,0.03515479,0.0003975243,0.0009190468,0.0002237128,0.7043346],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3085934,"threshold_uncertainty_score":0.9862076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2123147082241501,"score_gpt":0.4405162898407672,"score_spread":0.2282015816166171,"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."}}