{"id":"W2989806503","doi":"10.1016/j.ahj.2019.11.009","title":"Targeting all-comers—Are we doing as well as we can?","year":2019,"lang":"en","type":"letter","venue":"American Heart Journal","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine; Law","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":[0.005573709,0.0008141835,0.001482302,0.0009157168,0.008033389,0.007438533,0.001784557,0.06046972,0.01554204],"category_scores_gemma":[0.03482598,0.0006377712,0.001251428,0.0007967686,0.004492042,0.008871129,0.004412492,0.05621161,0.007647289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00498603,"about_ca_system_score_gemma":0.01255623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007491284,"about_ca_topic_score_gemma":0.01654154,"domain_scores_codex":[0.9936329,0.001601149,0.0006224435,0.0005677025,0.001712359,0.001863586],"domain_scores_gemma":[0.9742319,0.006603811,0.001581826,0.0004780544,0.002826115,0.01427838],"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":[0.00003932064,0.00008474358,0.001829625,0.00005402079,0.00002278041,0.001059718,0.0002065005,0.00002731288,0.00013373,0.003071826,0.9781903,0.01528011],"study_design_scores_gemma":[0.000239317,0.000203904,0.00408308,0.001049488,0.00009628656,0.003972707,0.002874332,0.0003988851,0.0002534946,0.02943008,0.957235,0.0001634441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001768068,0.0006267611,0.00002451993,0.9913522,0.006587678,0.000002440916,0.00001201546,0.000008319548,0.001209371],"genre_scores_gemma":[0.001921269,0.0007363972,0.0000801909,0.9801267,0.01486611,0.00001047838,0.00001140998,0.000009104606,0.002238438],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06046972,"threshold_uncertainty_score":0.05199325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627013773598968,"score_gpt":0.3032381876207687,"score_spread":0.276968049884779,"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."}}