{"id":"W2938575206","doi":"10.1017/cts.2017.97","title":"2156","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical and Translational Science","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Confounding; Medical prescription; Metformin; Population; Type 2 diabetes; Diabetes mellitus; Heart failure; Emergency medicine; Intensive care medicine; Internal medicine; Insulin; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001287057,0.000784546,0.0004925721,0.001537097,0.001395114,0.003597997,0.00142627,0.001875029,0.6667426],"category_scores_gemma":[0.002852575,0.000261271,0.0005201227,0.001398945,0.0004925667,0.001875206,0.003001352,0.00117362,0.5661218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111996,"about_ca_system_score_gemma":0.002994691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582449,"about_ca_topic_score_gemma":0.004272018,"domain_scores_codex":[0.9989325,0.0002168183,0.0001059419,0.0002535404,0.0003284701,0.0001627249],"domain_scores_gemma":[0.9980817,0.0001950656,0.0001001629,0.0002322114,0.0008788681,0.0005119979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000142482,0.0001911007,0.004377582,0.0004053276,0.00001463069,0.0002331814,0.0002644811,0.0001054917,0.00072522,0.01560672,0.6335767,0.344357],"study_design_scores_gemma":[0.00002585758,0.00004970077,0.002639671,0.0002390515,0.000007646555,0.0002304775,0.0002473255,0.00008094682,0.0002082721,0.001748628,0.9945129,0.000009617803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003648178,0.0009406725,0.002238544,0.005087777,0.002152235,0.0004002621,0.006284779,0.001221249,0.9780263],"genre_scores_gemma":[0.01522525,0.001380122,0.003767071,0.004589838,0.001079313,0.0004668595,0.01166727,0.000532345,0.9612919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3332574,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4646997334363463,"score_gpt":0.5994088858951555,"score_spread":0.1347091524588092,"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."}}