{"id":"W2326443432","doi":"10.1093/icvts/ivt288.220","title":"P-220THORACOSCOPIC OUTPATIENT WEDGE LUNG RESECTION: IS IT A SAFE AND EFFECTIVE PROCEDURE?","year":2013,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Wedge resection; Surgery; Thoracoscopy; Cardiothoracic surgery; Outpatient clinic; General anaesthesia; Resection; Internal medicine","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":[0.0004323233,0.0001367981,0.0003491961,0.0003181387,0.0001202652,0.0004224988,0.0001251155,0.000340571,0.001815055],"category_scores_gemma":[0.002162596,0.00007929448,0.0001922605,0.0002787154,0.0002942244,0.0003944308,0.000181125,0.0002495081,0.0003493545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225253,"about_ca_system_score_gemma":0.0001912859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002072006,"about_ca_topic_score_gemma":0.0004239472,"domain_scores_codex":[0.9997335,0.00009981233,0.00002634764,0.00002842601,0.0000681044,0.0000438366],"domain_scores_gemma":[0.997937,0.0005090499,0.0009567625,0.00008852721,0.0001315782,0.0003772573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001118734,0.0002868497,0.9512494,0.0001214017,0.00004560715,0.001422727,0.00006112918,0.00004404734,0.001623857,0.00003686458,0.0003652045,0.04362412],"study_design_scores_gemma":[0.00005425818,0.003866917,0.9835577,0.00008230848,0.00004879347,0.01035695,0.0002993584,0.0002649097,0.000583044,0.00006186163,0.0008166013,0.00000726885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966857,0.002059142,0.0002233297,0.0001770796,0.00001791245,0.000006629534,0.00004860098,0.00000739317,0.0007742307],"genre_scores_gemma":[0.9986149,0.0008924754,0.0001662815,0.00004098392,0.00007622599,0.000004881993,0.00009447483,0.000001853349,0.0001079159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815055,"threshold_uncertainty_score":0.006071925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01703876305744079,"score_gpt":0.3087740040992377,"score_spread":0.2917352410417969,"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."}}