{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.148356,0.001703817,0.002261989,0.0018678,0.0009759361,0.001281844,0.002421092,0.003964702,0.00512634],"category_scores_gemma":[0.1866872,0.00100437,0.005166478,0.001565535,0.00269612,0.001379602,0.002891691,0.00141108,0.0005615893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009777471,"about_ca_system_score_gemma":0.001784147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008514459,"about_ca_topic_score_gemma":0.0005945482,"domain_scores_codex":[0.6775467,0.2857011,0.0134999,0.0120558,0.00981747,0.001379007],"domain_scores_gemma":[0.7696427,0.1360852,0.03520664,0.04668899,0.01009937,0.002277017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1769432,0.006448296,0.6346476,0.003331237,0.02906429,0.0004923478,0.002241164,0.008330124,0.006549136,0.01976814,0.003016446,0.1091679],"study_design_scores_gemma":[0.04821763,0.175142,0.557726,0.0008005372,0.0205154,0.001417792,0.0008751333,0.1210002,0.01409476,0.03242957,0.02719712,0.0005836582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7550078,0.002700445,0.2149266,0.0006520423,0.001347753,0.02037193,0.001384538,0.0003356305,0.003273267],"genre_scores_gemma":[0.8729846,0.0002614575,0.09750793,0.0006563795,0.0003584876,0.02599029,0.0006707952,0.00004683965,0.001523185],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.148356,"threshold_uncertainty_score":0.7845907,"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."}}