{"id":"W2331923405","doi":"10.1097/01.ede.0000417175.77032.7b","title":"P-172","year":2012,"lang":"war","type":"article","venue":"Epidemiology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Epidemiology; Medicine; Internal medicine","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":[0.006461435,0.0002859222,0.001317322,0.000227932,0.0002447014,0.0000178878,0.0003752236,0.0003217456,0.04285769],"category_scores_gemma":[0.00245078,0.0003329985,0.0003373225,0.0001786094,0.0004411568,0.0004858325,0.0003136,0.0002768055,0.2560534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810848,"about_ca_system_score_gemma":0.00001676563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000252754,"about_ca_topic_score_gemma":0.000004285951,"domain_scores_codex":[0.9962953,0.0001398866,0.001387212,0.0006964569,0.0000161818,0.001464973],"domain_scores_gemma":[0.9973537,0.0009238082,0.0007684404,0.0005985504,0.00002051839,0.0003349685],"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":[0.00000578868,0.00006232836,0.2468703,0.0000136999,0.0001161709,4.97664e-7,0.0005581767,0.00001412282,2.541009e-7,0.3335627,0.4182936,0.0005024662],"study_design_scores_gemma":[0.0003021542,0.00003339866,0.06061771,0.00000855586,0.0000186916,0.000006482787,0.0003761749,0.0003602974,0.000001937763,0.01509447,0.9228327,0.0003473749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02427774,0.08882678,0.001120839,0.004425067,0.04134643,0.0002553465,0.0008128535,0.00006252248,0.8388724],"genre_scores_gemma":[0.4607244,0.004709839,0.001696909,0.004635524,0.002478845,0.00002867232,0.00002969377,0.00003905686,0.5256571],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5045392,"threshold_uncertainty_score":0.9999122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1891905402271806,"score_gpt":0.2900379486370645,"score_spread":0.1008474084098839,"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."}}