{"id":"W3025065252","doi":"10.1161/hcq.13.suppl_1.318","title":"Abstract 318: Heart Failure and Osteoporosis- an Evidence Based Approach","year":2020,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Atrial fibrillation; Myocardial infarction; Osteoporosis; Angina; Observational study; Internal medicine; Cardiology","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":[],"consensus_categories":[],"category_scores_codex":[0.001011863,0.0001995632,0.0006858644,0.00005406079,0.0001431597,0.00007752484,0.00005372462,0.0001639226,0.00003519594],"category_scores_gemma":[0.0005298383,0.0001668685,0.0004539579,0.00014176,0.0001017234,0.0003583297,0.00002366128,0.0002170941,0.000007306905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002025628,"about_ca_system_score_gemma":0.00005705984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009285081,"about_ca_topic_score_gemma":0.000002660024,"domain_scores_codex":[0.998238,0.0002208922,0.000338214,0.0005022944,0.0005180578,0.0001825266],"domain_scores_gemma":[0.9988781,0.0001681801,0.00006386925,0.0004439295,0.00009174316,0.000354198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007992031,0.00006643935,0.9866935,0.001003777,0.0005448048,0.0000133341,0.00128778,0.001512564,0.001767522,0.0002079098,0.000123362,0.006699114],"study_design_scores_gemma":[0.001147685,0.00004051401,0.9929376,0.00004739012,0.0003115752,0.00002142916,0.0005531024,0.001150703,0.0001920146,0.00003385753,0.003355639,0.0002084625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727402,0.006297341,0.01093131,0.00914826,0.0000476805,0.0005513873,0.00001118863,0.0001352659,0.00013741],"genre_scores_gemma":[0.9912308,0.00004360959,0.002340426,0.006134027,0.0001573683,0.00001278203,0.00005769424,0.00001909231,0.000004225656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01849062,"threshold_uncertainty_score":0.6804699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086831229731833,"score_gpt":0.3319291956988289,"score_spread":0.2232460727256456,"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."}}