{"id":"W2324991344","doi":"10.1097/01.ede.0000417276.25934.0e","title":"P-274","year":2012,"lang":"war","type":"article","venue":"Epidemiology","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002286279,0.0002857338,0.0009383493,0.0001094778,0.0001445617,0.000002728211,0.0000996754,0.0004386931,0.007394242],"category_scores_gemma":[0.004826393,0.0002381921,0.0004096079,0.0001669578,0.000225227,0.00009930223,0.00008959193,0.0004495952,0.009624409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000149227,"about_ca_system_score_gemma":0.00007984255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004149319,"about_ca_topic_score_gemma":0.000005276992,"domain_scores_codex":[0.9965631,0.0009248206,0.0006642679,0.0003389629,0.00008816786,0.001420655],"domain_scores_gemma":[0.996505,0.00191317,0.0002105526,0.0005318939,0.00006568174,0.0007737048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006233725,0.0004314292,0.8534125,0.0001217178,0.0003056847,0.00001082917,0.0001998903,0.000006329564,0.00003307726,0.02826269,0.1121656,0.004987898],"study_design_scores_gemma":[0.0007280496,0.0003152732,0.7047354,0.0000719657,0.0006512452,0.0001718209,0.00009080541,0.0002226933,0.00003320703,0.001820204,0.2909047,0.0002546498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7127112,0.1115391,0.001322581,0.02628633,0.01161652,0.0007570945,0.00007223895,0.0002504442,0.1354446],"genre_scores_gemma":[0.967899,0.001838002,0.0003273699,0.01990039,0.006716183,0.00002962262,0.00005313375,0.00004273593,0.00319352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2551879,"threshold_uncertainty_score":0.9935131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08709856034268336,"score_gpt":0.3863015497097831,"score_spread":0.2992029893670997,"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."}}