{"id":"W1944086060","doi":"10.1002/pds.3650","title":"User‐only design to assess drug effectiveness in clinical practice: application to bisphosphonates and secondary prevention of fractures","year":2014,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Propensity score matching; Confidence interval; Odds ratio; Pharmacoepidemiology; Cohort; Confounding; Cohort study; Population; Matching (statistics); Bisphosphonate; Internal medicine; Medical prescription; Osteoporosis; Environmental health; Pathology; Pharmacology","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":[0.02025795,0.0001629257,0.0007304628,0.0001577318,0.00009144364,0.000004855731,0.00008463347,0.000159853,0.00002891737],"category_scores_gemma":[0.00787196,0.000136233,0.00005497445,0.0002325116,0.0001195362,0.0001332625,0.0001048648,0.0006233178,0.00001256873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004309326,"about_ca_system_score_gemma":0.0002245384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004764219,"about_ca_topic_score_gemma":0.00009710721,"domain_scores_codex":[0.9936122,0.004519837,0.0008619544,0.0005179033,0.0001442824,0.0003438012],"domain_scores_gemma":[0.9826552,0.01629861,0.0002115394,0.0002092671,0.0001661607,0.0004592635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01216152,0.0004182547,0.4331637,0.0006410522,0.00006467797,0.000004853686,0.0003241404,0.0001486201,0.003377597,0.0007590381,0.00420482,0.5447317],"study_design_scores_gemma":[0.002736052,0.0004645913,0.9554245,0.000152629,0.00006383555,0.00002811174,0.0000832691,0.001055915,0.005305992,0.0006814553,0.03387623,0.0001274089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.903292,0.002051103,0.07492516,0.0165948,0.0001822342,0.002547538,0.0000112336,0.00003311921,0.0003628331],"genre_scores_gemma":[0.9794645,0.001248365,0.01156199,0.00736205,0.00008997673,0.000161427,0.00002395513,0.00001580718,0.00007195742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5446043,"threshold_uncertainty_score":0.9424041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901490102870554,"score_gpt":0.4802429940167125,"score_spread":0.431228092988007,"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."}}