{"id":"W2160453672","doi":"10.1007/s00198-011-1645-7","title":"Bisphosphonate prescribing, persistence and cumulative exposure in Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Bone health and treatments","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; St. Michael's Hospital; St. Joseph’s Healthcare Hamilton; Institute for Clinical Evaluative Sciences; McMaster University; University of Toronto","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; Canadian Institutes of Health Research; Agency for Healthcare Research and Quality; National Institutes of Health; University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Amgen; Pfizer; Eli Lilly and Company; Arthritis Foundation","keywords":"Medicine; Persistence (discontinuity); Bisphosphonate; Medical prescription; Cumulative dose; Internal medicine; Pediatrics; Osteoporosis; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004656692,0.0001562876,0.0002515861,0.000962273,0.00155685,0.0008458002,0.0008257492,0.0003276889,0.001966218],"category_scores_gemma":[0.002138727,0.0002252065,0.0003010566,0.003189989,0.0005362682,0.0004042334,0.0005548764,0.0004354112,0.0001837875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.015668,"about_ca_system_score_gemma":0.01722264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9868174,"about_ca_topic_score_gemma":0.9912635,"domain_scores_codex":[0.9991709,0.00004268787,0.00007254903,0.00009407408,0.0003938384,0.0002260444],"domain_scores_gemma":[0.9967563,0.0001778515,0.001325604,0.00005972007,0.00104959,0.0006310639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002608709,0.00001713303,0.9962519,0.00002448433,0.00001701047,0.000031385,0.0004521762,0.00003909926,0.00005560041,0.00002034823,0.0003838542,0.002680975],"study_design_scores_gemma":[0.000002445872,0.00001350094,0.998969,0.00002431966,0.000007071421,0.00002987649,0.0003297932,0.00009253853,0.000017192,0.000008030335,0.000503691,0.000002639858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929789,0.001174613,0.00006945575,0.0004708365,0.000006920505,0.00002302731,0.003343058,0.000007561762,0.001925639],"genre_scores_gemma":[0.9976001,0.0006321541,0.00009531629,0.00008408521,0.000006212078,0.000009588167,0.0009426541,0.000002261206,0.0006277201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.015668,"threshold_uncertainty_score":0.1136799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04417893650173431,"score_gpt":0.2516874089762502,"score_spread":0.2075084724745159,"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."}}