{"id":"W4296923786","doi":"10.2196/39907","title":"Definition and Classification of Postoperative Complications After Cardiac Surgery: Pilot Delphi Study","year":2022,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Strathclyde","keywords":"Medicine; Cardiac surgery; Delphi method; Complication; Thematic analysis; Delphi; Surgery; General surgery; Intensive care medicine; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05653869,0.001077564,0.000766276,0.003080274,0.003850037,0.001936196,0.001368221,0.002191966,0.002921582],"category_scores_gemma":[0.04976803,0.0008318005,0.001140958,0.001658228,0.003091559,0.003327276,0.006585759,0.001847641,0.000459868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004446328,"about_ca_system_score_gemma":0.0067946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002906617,"about_ca_topic_score_gemma":0.003481738,"domain_scores_codex":[0.9551234,0.03483211,0.002823484,0.001452613,0.002584324,0.003184119],"domain_scores_gemma":[0.9466534,0.03890521,0.0018856,0.001666526,0.009446074,0.001443145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001108229,0.00307041,0.03817059,0.002751845,0.0001050263,0.001457101,0.85083,0.00160802,0.006211162,0.003860096,0.003883565,0.08694401],"study_design_scores_gemma":[0.0005050433,0.004391673,0.05354998,0.001359407,0.0001283027,0.0009070532,0.9158565,0.004948049,0.003160868,0.003139904,0.01183435,0.0002189595],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804731,0.000148212,0.006158506,0.0008430642,0.0000426068,0.008563777,0.0001367805,0.00001622634,0.003617747],"genre_scores_gemma":[0.9690749,0.00045956,0.0145736,0.0007842071,0.00002831068,0.01408453,0.0001609981,0.0000108442,0.0008230954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05653869,"threshold_uncertainty_score":0.2990087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07430423869498659,"score_gpt":0.3275675397149981,"score_spread":0.2532633010200115,"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."}}