{"id":"W2004197766","doi":"10.1086/511075","title":"Reply to Mines and Novelli","year":2007,"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":"Royal Victoria Hospital","funders":"Sanofi; Bristol-Myers Squibb","keywords":"Political science; Sociology","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":[0.0004392293,0.0002041288,0.0004668028,0.0001621661,0.0001400873,0.00004120006,0.00004849833,0.0001076916,0.0002418137],"category_scores_gemma":[0.001966292,0.0001738865,0.0003357941,0.0003219033,0.0001762199,0.00006869912,0.00008005586,0.0001484221,0.0001574778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004754552,"about_ca_system_score_gemma":0.00008158089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014046,"about_ca_topic_score_gemma":0.00005620348,"domain_scores_codex":[0.9982269,0.00004110693,0.00066134,0.0004934341,0.0001991711,0.0003780614],"domain_scores_gemma":[0.9975589,0.000607889,0.00009406212,0.0003911588,0.0001963368,0.001151661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001762783,0.001168596,0.9569241,0.00007756183,0.0001327542,0.00009900311,0.00001880543,0.000001701821,0.00003408561,0.000359,0.01582122,0.02518686],"study_design_scores_gemma":[0.001424858,0.001110493,0.930854,0.0000716198,0.00044432,0.00005421627,0.00003057932,0.00001699882,0.0000494931,0.0004756885,0.06525325,0.0002144294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870374,0.0006196321,0.0005873495,0.001591139,0.0005856729,0.0004959263,0.00003167501,0.0003243887,0.008726798],"genre_scores_gemma":[0.9726413,0.0001917379,0.00006539517,0.02547435,0.0010415,0.00002055019,0.00002128845,0.00003515078,0.0005087132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04943204,"threshold_uncertainty_score":0.7090885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02752018408284453,"score_gpt":0.3742587436299163,"score_spread":0.3467385595470718,"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."}}