{"id":"W2810206018","doi":"10.1016/j.ijcard.2018.06.116","title":"Safety and efficacy of the reducer: A multi-center clinical registry - REDUCE study","year":2018,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Pain Management and Treatment","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Reducer; Clinical endpoint; Canadian Cardiovascular Society; Angina; Myocardial infarction; Surgery; Quality of life (healthcare); Internal medicine; Randomized controlled trial","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":[0.0007576934,0.00006870394,0.0003162878,0.00006720897,0.0000233114,0.000005425586,0.0002011941,0.00006004471,0.00001146861],"category_scores_gemma":[0.000461905,0.00004032646,0.0002011331,0.00003684129,0.0002590191,0.00002885058,0.000108914,0.000210431,0.000003174947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000431596,"about_ca_system_score_gemma":0.0000576451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003918826,"about_ca_topic_score_gemma":0.000001852022,"domain_scores_codex":[0.998843,0.0002210564,0.0005161737,0.0001080903,0.0002381763,0.00007353441],"domain_scores_gemma":[0.9989249,0.0001420208,0.0003407873,0.0001703126,0.000375471,0.00004652348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002513423,0.0009264682,0.9781731,0.000003463786,0.002922073,0.0001921854,0.0002026237,0.000004360434,0.0001605662,0.00008262281,0.002808804,0.01201034],"study_design_scores_gemma":[0.01253681,0.0009791557,0.9646305,0.0000637453,0.0002446095,0.0006749284,0.0001699537,0.0000166185,0.00006381817,0.0000302288,0.02055716,0.00003247759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919992,0.0001112749,0.0003900148,0.003168038,0.001650667,0.0001815406,0.00000376846,0.000003203909,0.002492299],"genre_scores_gemma":[0.9975631,0.0001666983,0.0003189182,0.0002050757,0.001346509,8.127736e-7,0.000001374721,0.00000512283,0.0003923454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01774836,"threshold_uncertainty_score":0.1644465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05454497457819654,"score_gpt":0.4068579417939831,"score_spread":0.3523129672157866,"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."}}