{"id":"W4389958017","doi":"10.1161/circ.148.suppl_1.15007","title":"Abstract 15007: Time to SGLT2i Initiation in Patients With Heart Failure","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Medical prescription; Diabetes mellitus; Internal medicine; Heart failure; Cohort; Cohort study; Emergency medicine; Endocrinology","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":[0.0005513287,0.0002940785,0.0004407291,0.0009363627,0.000485349,0.0008815844,0.0005864062,0.0004369242,0.003912887],"category_scores_gemma":[0.002965443,0.000189541,0.0006421803,0.002330467,0.0002363117,0.0005107771,0.0004046903,0.0007833659,0.0005527099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156513,"about_ca_system_score_gemma":0.002791183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2104038,"about_ca_topic_score_gemma":0.2106253,"domain_scores_codex":[0.9992644,0.00006222409,0.0001260631,0.0001695877,0.0002131389,0.0001646109],"domain_scores_gemma":[0.9968641,0.0002987392,0.001805815,0.00007905692,0.0005018954,0.0004504143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001419929,0.00001287981,0.9973255,0.00004273629,0.00003902633,0.00003025285,0.00004790082,0.00006997259,0.00005665646,0.00001737795,0.0006647219,0.001550892],"study_design_scores_gemma":[0.000005640593,0.00002186005,0.9992273,0.00001671713,0.00001342871,0.00005632055,0.00006622911,0.0001631028,0.00002942839,0.00001047895,0.0003861036,0.000003484673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600641,0.001254366,0.0002801364,0.0003515095,0.00004510022,0.00004605067,0.0345877,0.00003594346,0.003335195],"genre_scores_gemma":[0.9866163,0.0003538802,0.0002994066,0.00007369046,0.00004326684,0.00004497753,0.01175038,0.000007782593,0.0008103962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2104038,"threshold_uncertainty_score":0.4183582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056908632631262,"score_gpt":0.2306479951173666,"score_spread":0.220078908791054,"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."}}