{"id":"W3176670895","doi":"10.3803/enm.2021.301","title":"Long-Term Treatment of Postmenopausal Osteoporosis","year":2021,"lang":"en","type":"article","venue":"Endocrinology and Metabolism","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Mereo BioPharma; Amgen; McMaster University; Servier; University of Toronto; Radius Health","keywords":"Medicine; Osteoporosis; Diabetes mellitus; Intensive care medicine; Secondary prevention; Psychological intervention; Postmenopausal women; Disease; Physical therapy; Internal medicine; Endocrinology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000469421,0.0001399597,0.0005260697,0.0001100084,0.00007597102,0.000005425355,0.00003392712,0.00009494828,0.0004131999],"category_scores_gemma":[0.00005882094,0.0001107149,0.00007279066,0.0001394381,0.0001731718,0.00003747593,0.00004574493,0.0001229718,0.00002682593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002146405,"about_ca_system_score_gemma":0.0002554317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005781268,"about_ca_topic_score_gemma":0.00003906692,"domain_scores_codex":[0.9987717,0.00008865252,0.0002671574,0.0002858958,0.000143241,0.0004433022],"domain_scores_gemma":[0.999191,0.00007574108,0.00005343809,0.0002963632,0.0001422312,0.0002412556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001014231,0.002140562,0.4129979,0.0004703889,0.0005346152,0.002450905,0.001437252,1.880911e-7,0.1628277,0.008230822,0.0002907179,0.4076048],"study_design_scores_gemma":[0.003915784,0.000722059,0.8392624,0.00001754845,0.0001956701,0.001247368,0.0001343459,8.362462e-7,0.1331792,0.00006800394,0.02117518,0.00008160746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513399,0.0443511,0.000004400873,0.001852201,0.0002450742,0.0002426002,0.00001926223,0.0000262804,0.001919188],"genre_scores_gemma":[0.9778402,0.01732053,0.0005638545,0.0004509082,0.0001519709,0.00003985663,0.00006015889,0.00001469456,0.003557807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4262645,"threshold_uncertainty_score":0.4524249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950765598367909,"score_gpt":0.3357932890730911,"score_spread":0.306285633089412,"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."}}