{"id":"W2989416897","doi":"10.1016/j.jtcvs.2019.10.112","title":"Commentary: It is not only about the valve, but also the patients and their condition","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; United Network for Organ Sharing; Organ transplantation; Scopus; Transplantation; Intensive care medicine; Surgery; MEDLINE; Liver transplantation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004509581,0.0008931159,0.002212218,0.0009838449,0.005399907,0.004511559,0.002160125,0.07418228,0.01079692],"category_scores_gemma":[0.04543964,0.0008250594,0.001294512,0.001073472,0.002991088,0.004646389,0.001684951,0.05099536,0.009948378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005663108,"about_ca_system_score_gemma":0.008892641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008063842,"about_ca_topic_score_gemma":0.01189466,"domain_scores_codex":[0.9948158,0.001674577,0.0007270768,0.0006420835,0.00147277,0.0006676338],"domain_scores_gemma":[0.9775128,0.01247823,0.001816462,0.0004982061,0.004408411,0.003285961],"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":[0.00004130278,0.00002110792,0.0004270629,0.0000532456,0.00001428208,0.0008424007,0.000108528,0.00002589584,0.00005278239,0.0008603627,0.9943503,0.003202758],"study_design_scores_gemma":[0.0002556531,0.0001103528,0.001978381,0.001161408,0.0001003263,0.003315774,0.0009559421,0.0005814963,0.0002276873,0.009676548,0.9814914,0.0001450933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001749096,0.0003721434,0.00003017452,0.9798033,0.01861355,0.000005678314,0.00004440984,0.00001063722,0.0009452551],"genre_scores_gemma":[0.001904363,0.0004848945,0.0001026209,0.9453706,0.04882095,0.00002806346,0.00002358718,0.0000134158,0.003251489],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07418228,"threshold_uncertainty_score":0.04108894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917071737505033,"score_gpt":0.2998632575660569,"score_spread":0.2706925401910065,"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."}}