{"id":"W3137931148","doi":"10.1093/cid/ciaa1638","title":"A Cold Case","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Library science; Medicine; Classics; Family medicine; History; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009213215,0.0002129973,0.0005331904,0.00004755876,0.0001690488,0.00004674565,0.00005464418,0.0001373441,0.001060908],"category_scores_gemma":[0.00145373,0.0001862671,0.0007016173,0.0003364375,0.0001846447,0.00008789077,0.00007366848,0.0003048878,0.0007710666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004307797,"about_ca_system_score_gemma":0.0001859411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003883833,"about_ca_topic_score_gemma":0.00000974578,"domain_scores_codex":[0.9983677,0.000111933,0.0005426948,0.0004829697,0.0001894542,0.0003052167],"domain_scores_gemma":[0.9976847,0.0003126409,0.0001056447,0.0003170452,0.0001630836,0.001416866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001311517,0.001599158,0.9607041,0.000175922,0.0003328115,0.007818302,0.00002887362,0.00001050857,0.0000239062,0.0009046572,0.02360833,0.004662277],"study_design_scores_gemma":[0.01790973,0.01023908,0.8248696,0.0002053037,0.006950263,0.004411091,0.0002558565,0.003733986,0.0001671907,0.001086109,0.1286666,0.001505184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986113,0.0005743519,0.0002038805,0.00263462,0.0003855809,0.0005510499,0.00008491415,0.000762409,0.008690208],"genre_scores_gemma":[0.9752988,0.0001462983,0.00001395849,0.02293208,0.00139683,0.00004935661,0.00002351155,0.00004242761,0.00009677115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1358345,"threshold_uncertainty_score":0.9998522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05323211975230808,"score_gpt":0.3674275435637858,"score_spread":0.3141954238114777,"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."}}