{"id":"W4248297310","doi":"10.1016/j.jtcvs.2017.09.009","title":"New logos","year":2017,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Logos Bible Software; Medicine; Perioperative; Scopus; World Wide Web; MEDLINE; Computer science; Surgery; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001098138,0.0007436894,0.000598963,0.005821,0.002553939,0.007481597,0.001374238,0.001221551,0.4967657],"category_scores_gemma":[0.00418585,0.0003937863,0.0005343966,0.004760888,0.001187344,0.004892142,0.0032864,0.002767575,0.253123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133401,"about_ca_system_score_gemma":0.00250682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002184279,"about_ca_topic_score_gemma":0.00609303,"domain_scores_codex":[0.9987797,0.0001588059,0.00007721945,0.000158044,0.0006424423,0.0001836576],"domain_scores_gemma":[0.9966107,0.0004719837,0.0003142403,0.0006982379,0.001073192,0.0008316917],"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":[0.0001123017,0.00008813771,0.001042845,0.0001913958,0.000004007482,0.0001637588,0.0002003593,0.00005313516,0.0005812863,0.02108807,0.8094902,0.1669845],"study_design_scores_gemma":[0.000005521278,0.000008495014,0.000858207,0.00003563549,0.000001467935,0.00008662129,0.0001171025,0.00004187362,0.00008352546,0.001336441,0.9974189,0.000006236091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004166044,0.002171811,0.002107478,0.009000471,0.01104243,0.0002097672,0.007518612,0.002401753,0.9613816],"genre_scores_gemma":[0.01026845,0.001663151,0.001421536,0.001539614,0.002952805,0.0001623917,0.004706381,0.000630764,0.976655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5032343,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1414407158188228,"score_gpt":0.4253957210590329,"score_spread":0.2839550052402101,"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."}}