{"id":"W4391980153","doi":"","title":"Understanding and Managing Corticosteroid-Induced Osteoporosis","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Adrenal Hormones and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corticosteroid; Osteoporosis; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004446642,0.0002590618,0.0007263041,0.000422068,0.0002540307,0.0007013513,0.0004360563,0.00009823366,0.003117554],"category_scores_gemma":[0.0001895082,0.0002367311,0.0001549266,0.0007283828,0.0000917663,0.001043829,0.0006758506,0.0003338921,0.00000655269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429981,"about_ca_system_score_gemma":0.0001528447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002682654,"about_ca_topic_score_gemma":0.00005428736,"domain_scores_codex":[0.9979274,0.00009701659,0.0006331797,0.0004244526,0.0005511409,0.0003668407],"domain_scores_gemma":[0.9984602,0.0001919868,0.0003991869,0.0003693496,0.0001974802,0.0003818063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005683456,0.0003586472,0.6623948,0.0003686058,0.0005131476,0.0007896294,0.0006223891,0.00002492228,0.3003055,0.0005042436,0.01147656,0.02207319],"study_design_scores_gemma":[0.003486467,0.00006698215,0.9287946,0.001511944,0.0006275834,0.0004668165,0.005656594,0.0003326994,0.04010818,0.01672737,0.001518658,0.0007021127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629768,0.02160577,0.001260461,0.001161873,0.0002894498,0.0003450994,0.000008953536,0.00003569772,0.01231587],"genre_scores_gemma":[0.9871414,0.01123343,0.0002141085,0.0009154998,0.00008310197,0.000009718129,0.00001337167,0.00004836707,0.0003409746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2663998,"threshold_uncertainty_score":0.9977937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4316170228578989,"score_gpt":0.5408874765630134,"score_spread":0.1092704537051145,"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."}}