{"id":"W4241404344","doi":"10.1002/9781118707999.ch26","title":"Novel Approaches to Pharmacoepidemiology Study Design and Statistical Analysis","year":2006,"lang":"en","type":"other","venue":"","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Pharmacoepidemiology; Statistical analysis; Data science; Computer science; Econometrics; Statistics; Mathematics; Medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07468344,0.001589205,0.001920491,0.00201594,0.0005144069,0.002932113,0.002214007,0.001597148,0.01322647],"category_scores_gemma":[0.1776745,0.00106224,0.001530514,0.002565233,0.002457991,0.00301551,0.00281637,0.006088399,0.00242684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803218,"about_ca_system_score_gemma":0.00448174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006900516,"about_ca_topic_score_gemma":0.001390285,"domain_scores_codex":[0.9173682,0.0731474,0.0026056,0.001827107,0.004789471,0.0002623019],"domain_scores_gemma":[0.8300644,0.1445594,0.004579342,0.01301151,0.006765489,0.001019863],"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":[0.0006755698,0.0002721984,0.00125209,0.001617342,0.0007721263,0.000114197,0.0003416967,0.01129786,0.0008667621,0.4064046,0.04427129,0.5321142],"study_design_scores_gemma":[0.0009199976,0.0003673368,0.001242229,0.0005387233,0.000469676,0.0003794563,0.00006985832,0.08706015,0.00149496,0.8308963,0.07650457,0.00005662455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0003620423,0.0006233876,0.9947804,0.001571785,0.0002605851,0.0002567683,0.00009316441,0.0001964928,0.001855369],"genre_scores_gemma":[0.01566528,0.001362836,0.974453,0.001240985,0.0007296523,0.003089816,0.0001623321,0.0002385472,0.003057643],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07468344,"threshold_uncertainty_score":0.3949685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8881543021552973,"score_gpt":0.614771297198156,"score_spread":0.2733830049571413,"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."}}