{"id":"W2029527617","doi":"10.1017/s1463423612000114","title":"Osteoporosis prescribing trends in primary care: a population-based retrospective cohort study","year":2012,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Osteoporosis; Retrospective cohort study; Primary care; Family medicine; Cohort; Cohort study; Population; Gerontology; Pediatrics; Demography; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008208335,0.0004517101,0.001259524,0.002348667,0.001008904,0.00007501607,0.0003406622,0.0002492249,0.0002004615],"category_scores_gemma":[0.0003690282,0.0004296847,0.0001303097,0.002829197,0.0001161587,0.0003295166,0.0004066743,0.002021612,0.00007872866],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03406318,"about_ca_system_score_gemma":0.01109562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007348623,"about_ca_topic_score_gemma":0.002505531,"domain_scores_codex":[0.9880246,0.001444097,0.001476531,0.00112369,0.004747458,0.003183603],"domain_scores_gemma":[0.9952199,0.0003549808,0.0002027564,0.0009608754,0.001297703,0.001963808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006910554,0.001109631,0.8661122,0.00237702,0.00004312223,0.00003248,0.01598008,0.000002473444,0.00002430305,0.000006566797,0.002061779,0.1115592],"study_design_scores_gemma":[0.003698117,0.001243435,0.9824305,0.0004052491,0.00001503746,0.000008496568,0.004992651,0.000004667687,0.00008952036,0.000001880465,0.006776015,0.0003344938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666739,0.01258019,0.000009118475,0.002571217,0.000320759,0.00726733,0.00003582993,0.0001651011,0.01037652],"genre_scores_gemma":[0.9886137,0.0002939554,0.004161959,0.00191682,0.0002515038,0.002071152,0.002239484,0.0001074077,0.0003440198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1163182,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0455776569563551,"score_gpt":0.3882645243951124,"score_spread":0.3426868674387573,"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."}}