{"id":"W3028517601","doi":"10.1002/ccd.28923","title":"The Robin Hood effect!","year":2020,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Generalizability theory; Coronary sinus; Cardiology; Internal medicine; Cardiomyopathy; Reducer; Statistics; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002645505,0.0002652339,0.0005937602,0.00008253983,0.0002864282,0.000201003,0.0001087513,0.0002309032,0.00002290853],"category_scores_gemma":[0.0004542846,0.0001927823,0.003553264,0.0001609805,0.0001493841,0.00003648474,0.00009652231,0.0008089393,0.00007975985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003653227,"about_ca_system_score_gemma":0.00004257951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008261787,"about_ca_topic_score_gemma":2.607679e-7,"domain_scores_codex":[0.9984054,0.0002806924,0.0003190858,0.00039374,0.0003686414,0.0002324193],"domain_scores_gemma":[0.9988524,0.0001615643,0.00007887855,0.0006906803,0.0001200807,0.00009638038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001363382,0.00002086379,0.0004404323,0.001071658,0.003521822,0.0003629398,0.00007470337,0.000006080491,0.00002863369,0.00004040893,0.9764768,0.01794202],"study_design_scores_gemma":[0.0007472326,0.0001930253,0.0008686947,0.000575052,0.003693009,0.0002788379,0.00002089554,0.00004397562,0.00009555867,0.00004140138,0.9932346,0.0002076845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007208178,0.07007437,0.03996697,0.8775957,0.0032624,0.002317778,0.0002451643,0.0005340562,0.005282708],"genre_scores_gemma":[0.126479,0.008626258,0.0003327099,0.8294672,0.01435583,0.001163919,0.007673705,0.0005348398,0.01136655],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1257582,"threshold_uncertainty_score":0.7861434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756516665998071,"score_gpt":0.2605405171833085,"score_spread":0.2429753505233277,"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."}}