{"id":"W4403245513","doi":"10.1001/jamanetworkopen.2024.38393","title":"Antiosteoporosis Medication Prescriptions After Fragility Fractures","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Ministry of Health and Long Term Care; University of Toronto; University Health Network; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre","funders":"","keywords":"Medical prescription; Fragility; Fragility fracture; Cohort; Medicine; Forensic engineering; Engineering; Internal medicine; Chemistry; Nursing; Osteoporosis","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003075674,0.0002609412,0.0003445096,0.001136974,0.001273522,0.0009237199,0.0009074576,0.0005888678,0.002252056],"category_scores_gemma":[0.001979701,0.0004096752,0.0007047763,0.002670537,0.0003781147,0.0004473525,0.0005580181,0.000732873,0.0003538074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006922036,"about_ca_system_score_gemma":0.007963468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9174246,"about_ca_topic_score_gemma":0.9610235,"domain_scores_codex":[0.9991502,0.00004890541,0.00007293948,0.0001134563,0.000317787,0.0002968093],"domain_scores_gemma":[0.9981145,0.0001121034,0.0009554622,0.00006066086,0.0003629891,0.0003943022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005300345,0.00003429884,0.998268,0.00001689632,0.00003442225,0.00004033382,0.0001443684,0.00002450339,0.00006729664,0.00001881808,0.0003328397,0.0009652452],"study_design_scores_gemma":[0.000006440369,0.00002856745,0.9993004,0.00001462645,0.00001466889,0.00006766712,0.0002163632,0.00006099408,0.00001984203,0.000005903998,0.0002601278,0.000004434416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992539,0.0004738024,0.00004803496,0.0001546469,0.00000890748,0.00005740124,0.004838967,0.000007265486,0.00187204],"genre_scores_gemma":[0.9963173,0.0004021424,0.00009282039,0.0001384052,0.00001210372,0.00002198333,0.002026216,0.00000354107,0.0009855421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9174246,"threshold_uncertainty_score":0.1661233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787103250780889,"score_gpt":0.3728940162181362,"score_spread":0.3450229837103274,"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."}}