{"id":"W2997779734","doi":"10.1089/jwh.2019.7828","title":"Trends in Prescribing Menopausal Hormone Therapy and Bisphosphonates in Australia and Manitoba, Canada and Adherence to Recommendations","year":2020,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; BC Cancer Agency; CancerCare Manitoba","funders":"","keywords":"Medicine; Medical prescription; Osteoporosis; Bisphosphonate; Pharmaceutical Benefits Scheme; Family medicine; Demography; Internal medicine","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":[0.001149903,0.000236826,0.0003950689,0.002066424,0.001428106,0.001356803,0.001438371,0.0005263895,0.00127755],"category_scores_gemma":[0.006694677,0.0004118687,0.0005614314,0.005640333,0.000539211,0.0004190069,0.0007595334,0.0008894365,0.0001613081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02701964,"about_ca_system_score_gemma":0.04504701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934064,"about_ca_topic_score_gemma":0.9950354,"domain_scores_codex":[0.997772,0.0002078429,0.0002913102,0.0002738899,0.001052416,0.0004024738],"domain_scores_gemma":[0.9906143,0.0004317365,0.002372031,0.000137387,0.004755233,0.001689276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004106763,0.00003485869,0.9900061,0.00009963558,0.00008143341,0.00007519396,0.0008949022,0.0001766264,0.0001428202,0.0001221536,0.002252567,0.006072549],"study_design_scores_gemma":[0.00000517416,0.00001434726,0.9975308,0.00006396273,0.00001910699,0.00004092631,0.000627635,0.0003051858,0.0000309924,0.00001175681,0.001341832,0.000008266739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784516,0.003472203,0.0001769972,0.003794199,0.00004689765,0.0001072318,0.007864763,0.00003973204,0.006046371],"genre_scores_gemma":[0.9908665,0.002440474,0.0006244482,0.0009894057,0.00001830127,0.00005906664,0.002626713,0.00001148228,0.002363603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02701964,"threshold_uncertainty_score":0.1960421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1053441239747176,"score_gpt":0.3682558112054415,"score_spread":0.2629116872307239,"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."}}