{"id":"W4250529440","doi":"10.1503/cmaj.180712","title":"rateme","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health PEI","funders":"","keywords":"Computer science; World Wide Web; Data science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0009372471,0.001148542,0.000926591,0.002318091,0.001334153,0.003520485,0.001622621,0.00157896,0.8667896],"category_scores_gemma":[0.003951014,0.0004921108,0.0006242397,0.001228765,0.0005665824,0.001279278,0.001944911,0.001573466,0.7739286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253128,"about_ca_system_score_gemma":0.003029821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006862611,"about_ca_topic_score_gemma":0.01123862,"domain_scores_codex":[0.999033,0.00009701722,0.00004369324,0.0002035552,0.0004969532,0.0001258194],"domain_scores_gemma":[0.9985119,0.0001964627,0.00007998064,0.0003059385,0.0004645679,0.000441217],"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":[0.0002095641,0.00008441815,0.0003440667,0.000349587,0.00001451227,0.000154158,0.00008852382,0.0001212824,0.002432084,0.009213276,0.6989521,0.2880366],"study_design_scores_gemma":[0.00002256098,0.00001415002,0.000311486,0.00004878332,0.000005013352,0.0001019652,0.0000239411,0.00006460214,0.00052492,0.0007709488,0.9981055,0.000006120722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001013065,0.00168102,0.002447253,0.001994315,0.002202731,0.0001473338,0.01012812,0.004603948,0.9757823],"genre_scores_gemma":[0.003069971,0.0006529508,0.00113175,0.0004918202,0.0001929247,0.00004941184,0.003493403,0.001100298,0.9898173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8667896,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007613777014001895,"score_gpt":0.2297394248679433,"score_spread":0.2221256478539414,"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."}}