{"id":"W3120667683","doi":"10.1002/clc.23516","title":"Predictors of treatment benefits after enhanced external counterpulsation in patients with refractory angina pectoris","year":2021,"lang":"en","type":"article","venue":"Clinical Cardiology","topic":"Pain Management and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Canadian Cardiovascular Society; Internal medicine; Cardiology; Ejection fraction; Conventional PCI; Angina; Refractory (planetary science); Revascularization; Physical therapy; Heart failure; Myocardial infarction","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":[0.0001690173,0.000129709,0.0005625444,0.00006299765,0.00001066815,0.000002562061,0.00003160542,0.0001573668,0.00004737089],"category_scores_gemma":[0.00009869212,0.00009212623,0.000159898,0.00009705155,0.00006815869,0.00003452869,0.00002631771,0.0001248591,0.00001057073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001990605,"about_ca_system_score_gemma":0.00008109096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000111762,"about_ca_topic_score_gemma":0.00003151623,"domain_scores_codex":[0.9988082,0.000173763,0.0004010594,0.0003143435,0.0001333904,0.0001692208],"domain_scores_gemma":[0.9992291,0.0001719869,0.0001040674,0.0002974983,0.0001280451,0.0000692525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001452101,0.000574893,0.9917455,0.00001596679,0.0003726464,0.0001108907,0.00005484911,0.00002495481,0.00001619404,0.00001030817,0.00003759076,0.005584067],"study_design_scores_gemma":[0.006684103,0.003758252,0.9879664,0.00008103025,0.0002795386,0.000002044786,0.00001888818,0.000005473988,0.00007356886,0.00001181614,0.001048592,0.00007031626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978839,0.0004317351,0.0001393741,0.0000593883,0.0003346275,0.0003009599,0.00001869617,0.00001423779,0.0008171464],"genre_scores_gemma":[0.9988242,0.0003143834,0.0001666211,0.0001096766,0.000199067,0.00005470076,0.0001171604,0.0000116092,0.0002026157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005513751,"threshold_uncertainty_score":0.3756799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959278684599708,"score_gpt":0.3039323044421461,"score_spread":0.284339517596149,"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."}}