{"id":"W2897498072","doi":"10.1161/circoutcomes.117.004643","title":"Differences Between Patients Enrolled Early and Late During Clinical Trial Recruitment","year":2018,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Clinical trial; Intensive care medicine; Internal medicine; Emergency 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001574334,0.0004359714,0.002095853,0.0001785054,0.0002156295,0.0001052825,0.00007603263,0.0007259169,0.00003117641],"category_scores_gemma":[0.0002544599,0.0003352632,0.001330631,0.00009275353,0.0001801672,0.0001063876,0.0001228367,0.0005852429,0.00002857916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008376654,"about_ca_system_score_gemma":0.00003959642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009091624,"about_ca_topic_score_gemma":0.000002381276,"domain_scores_codex":[0.99589,0.0009200243,0.001082763,0.0008267179,0.0009276574,0.000352864],"domain_scores_gemma":[0.9983505,0.0003481939,0.0002654968,0.0007293065,0.0001350027,0.0001715214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006035165,0.00007217825,0.9796258,0.0004420679,0.00819304,0.00003957565,0.0001560292,1.537743e-7,1.990975e-7,0.000005459999,0.002550774,0.008311268],"study_design_scores_gemma":[0.03986989,0.0002521952,0.8571917,0.00008823579,0.002681442,0.000001176236,0.000007010865,0.000001486037,8.589043e-7,0.00006305517,0.09954355,0.0002994292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467173,0.0004791711,0.00007132707,0.04846578,0.0005849585,0.003431206,0.0000274521,0.00008930791,0.0001335451],"genre_scores_gemma":[0.9620857,0.0004610083,0.0002546946,0.03011953,0.004696693,0.0002478494,0.0007284213,0.00006652159,0.001339572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1224341,"threshold_uncertainty_score":0.9999099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.229480334082197,"score_gpt":0.3903421180921826,"score_spread":0.1608617840099856,"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."}}