{"id":"W4232405761","doi":"10.1016/b978-1-4160-6110-6.10071-x","title":"Case 71","year":2010,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008782744,0.0003881662,0.0005490181,0.000149753,0.0001408875,0.00002641608,0.00006455227,0.0005622209,0.003276573],"category_scores_gemma":[0.00001855554,0.0003348878,0.0005167345,0.000007021903,0.0001396781,0.00001538179,0.00006491526,0.0009258891,0.001020152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007099022,"about_ca_system_score_gemma":0.000169153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002747645,"about_ca_topic_score_gemma":0.00006041584,"domain_scores_codex":[0.9987705,0.000007466977,0.0003088625,0.0003950267,0.0002514556,0.0002666468],"domain_scores_gemma":[0.998675,0.00003079043,0.0001273575,0.0006945762,0.0001485536,0.0003237624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000311264,0.00002606843,0.00003900925,0.0002331417,0.000295252,0.01544316,0.00006244863,1.498852e-8,0.00005461143,0.003662633,0.0003032669,0.9798493],"study_design_scores_gemma":[0.0005127015,0.0001414156,0.00001991949,0.0002577766,0.001128784,0.01766913,0.000002827023,0.000001349252,0.0000670041,0.003360798,0.9764961,0.000342198],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001690125,0.0005250814,6.554109e-7,0.0000908657,0.0005810326,0.000619991,0.00005682291,0.0001355328,0.9962999],"genre_scores_gemma":[0.01102864,0.00005907085,0.0001384708,0.001421908,0.001220136,0.00003025808,0.00004552326,0.0001390151,0.985917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9795071,"threshold_uncertainty_score":0.9999103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340565998260162,"score_gpt":0.2494062946854983,"score_spread":0.2360006347028966,"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."}}