{"id":"W4253268483","doi":"10.1093/aje/kwn314","title":"THE AUTHORS REPLY","year":2008,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.006751256,0.00008606048,0.000778355,0.0001098692,0.0002278469,0.000003457164,0.0002766061,0.00004738721,0.00002550376],"category_scores_gemma":[0.003577438,0.00004875133,0.0002169427,0.0001846795,0.0005433184,0.00006580021,0.00002224234,0.0003359368,0.0001036195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000790807,"about_ca_system_score_gemma":0.00006263746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002276472,"about_ca_topic_score_gemma":0.00001384852,"domain_scores_codex":[0.9974974,0.0002495262,0.001723605,0.0001443778,0.00002321436,0.0003618764],"domain_scores_gemma":[0.9965115,0.0006122921,0.002365137,0.000259565,0.00006963732,0.0001818441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006298428,0.00002928129,0.7861288,0.000006850454,0.0001515753,0.00005091838,0.0007274384,0.0000787109,0.000002240154,0.1217264,0.02017955,0.07085525],"study_design_scores_gemma":[0.0001442925,0.0006386583,0.2538062,0.000009495517,0.000001046281,0.001054758,0.0002533952,0.00006389455,0.00000111458,0.02391806,0.7200186,0.00009043974],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9067562,0.01397294,0.009691853,0.05896829,0.003234306,0.0001180329,0.00001180305,0.0000159258,0.007230676],"genre_scores_gemma":[0.9891921,0.004083965,0.001734292,0.003519135,0.0005228299,0.000002360111,4.233858e-7,0.00001219875,0.0009327081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6998391,"threshold_uncertainty_score":0.4282785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09374776207676505,"score_gpt":0.3167878646595556,"score_spread":0.2230401025827905,"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."}}