{"id":"W3023465841","doi":"10.1503/cjs.001919","title":"Enhanced recovery after video-assisted thoracoscopic surgery lobectomy: a prospective, historically controlled, propensity-matched clinical study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Interquartile range; Propensity score matching; Surgery; Video-assisted thoracoscopic surgery; Body mass index; Prospective cohort study; Comorbidity; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002760143,0.0004197973,0.0005909289,0.0004416569,0.0007440027,0.0006239862,0.0003990788,0.0005876743,0.001485072],"category_scores_gemma":[0.003206135,0.0003858147,0.000737664,0.0006820204,0.0006971748,0.0007335109,0.0004387205,0.0005560484,0.0002167527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004713952,"about_ca_system_score_gemma":0.0008104951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001002352,"about_ca_topic_score_gemma":0.001461418,"domain_scores_codex":[0.9985864,0.0004434757,0.0001993679,0.0003950592,0.0002064942,0.0001691246],"domain_scores_gemma":[0.9975702,0.0003472311,0.001223551,0.0003195559,0.0001967828,0.0003426436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01595049,0.002269818,0.9753903,0.00009888114,0.0006731289,0.0001803603,0.0001640674,0.000131137,0.0007717951,0.0001274266,0.0002239749,0.004018704],"study_design_scores_gemma":[0.002912964,0.0181131,0.9754696,0.00003552058,0.0005435148,0.0004766009,0.0002842008,0.0008968454,0.0002972035,0.0001374625,0.0007985065,0.00003439169],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999109,0.0002425366,0.0001999086,0.0000182728,0.00001114374,0.0001696264,0.00008234166,0.000001790787,0.0001653365],"genre_scores_gemma":[0.9993315,0.00007365108,0.0001853408,0.0000458128,0.0000240568,0.0001033984,0.0001549836,8.33329e-7,0.00008035782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002760143,"threshold_uncertainty_score":0.01459718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06852303253837824,"score_gpt":0.293513440981274,"score_spread":0.2249904084428958,"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."}}