{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003336235,0.0007995718,0.002662446,0.0007671666,0.0007827074,0.00180589,0.0009527788,0.001450306,0.002061885],"category_scores_gemma":[0.006205199,0.0007438734,0.002271839,0.001373585,0.0007724076,0.001498827,0.001087143,0.001852975,0.0006509003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006816166,"about_ca_system_score_gemma":0.001033793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249354,"about_ca_topic_score_gemma":0.001924036,"domain_scores_codex":[0.9964718,0.001666563,0.0003499444,0.0006363903,0.0005890651,0.0002862737],"domain_scores_gemma":[0.9921339,0.001882256,0.003298301,0.001473458,0.0005841473,0.0006278963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09447413,0.007821959,0.8641417,0.0006573563,0.008666898,0.0003616832,0.0004078468,0.0003977173,0.001905435,0.0004870687,0.002545978,0.01813221],"study_design_scores_gemma":[0.02529228,0.01750331,0.9441256,0.0001249181,0.007846592,0.0006728786,0.0006086032,0.001102373,0.0006624882,0.0004207802,0.00151085,0.0001293897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966415,0.000848981,0.0001898268,0.0002032113,0.00003057131,0.0001346443,0.001110893,0.00001960969,0.0008207039],"genre_scores_gemma":[0.9955264,0.0006100739,0.0004628598,0.0003898895,0.0001843576,0.0002251714,0.002226744,0.00001680043,0.0003578183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003336235,"threshold_uncertainty_score":0.01764393,"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."}}