{"id":"W4387143124","doi":"10.1136/bmjopen-2022-069382","title":"Index hospital cost of adverse events following thoracic surgery: a systematic review of economic literature","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Systematic review; Checklist; MEDLINE; Observational study; Cochrane Library; Data extraction; Critical appraisal; Economic evaluation; Strengthening the reporting of observational studies in epidemiology; Health care; Meta-analysis; Cardiothoracic surgery; Randomized controlled trial; Surgery; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02075491,0.002239112,0.01104465,0.02523217,0.000745285,0.003762692,0.001807974,0.002181071,0.004533116],"category_scores_gemma":[0.09651916,0.001326623,0.01384768,0.02024712,0.0009507744,0.002795707,0.001917468,0.001956434,0.0002474595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009512785,"about_ca_system_score_gemma":0.01464532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007980223,"about_ca_topic_score_gemma":0.01916096,"domain_scores_codex":[0.9714438,0.0117599,0.009418312,0.001244657,0.005516012,0.000617272],"domain_scores_gemma":[0.9314856,0.04468646,0.01624542,0.0007094157,0.006280456,0.0005926954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006464369,0.00003539256,0.002696197,0.9396687,0.02663199,0.0001458413,0.0001117356,0.0003279558,0.00006404659,0.0003529417,0.0016518,0.02766693],"study_design_scores_gemma":[0.001187424,0.0005263931,0.01788112,0.8075243,0.1586469,0.0007365989,0.0003988464,0.0005478495,0.0002161774,0.0009586984,0.0112827,0.0000929489],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003347781,0.9929312,0.0002585081,0.00059141,0.0001523095,0.0008771126,0.001411819,0.000009674747,0.0004201323],"genre_scores_gemma":[0.06749654,0.9252152,0.002150706,0.0007899054,0.0002269333,0.003018967,0.0009055442,0.00001209263,0.0001841319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02523217,"threshold_uncertainty_score":0.1097637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09618526461018605,"score_gpt":0.4579851462046867,"score_spread":0.3617998815945006,"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."}}