{"id":"W4243520421","doi":"10.1093/icvts/ivu167.44","title":"F-044 * COMPLETE THORACOSCOPIC LOBECTOMY FOR CANCER: COMPARATIVE STUDY OF THREE-DIMENSIONAL HIGH DEFINITION WITH TWO-DIMENSIONAL HIGH DEFINITION VIDEO SYSTEM","year":2014,"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":"","funders":"","keywords":"Medicine; Lung cancer; Surgery; Chest tube; Cardiothoracic surgery; Thoracoscopy; Pneumonectomy; Video-assisted thoracoscopic surgery; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008186494,0.0002492591,0.0003171173,0.00055054,0.0001770768,0.0002219647,0.0002035735,0.0003024631,0.004143205],"category_scores_gemma":[0.001235811,0.000117973,0.0004772983,0.0002777496,0.0002585018,0.0003856932,0.0002839762,0.0001660182,0.0004607706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002610736,"about_ca_system_score_gemma":0.000239651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004682754,"about_ca_topic_score_gemma":0.0004447527,"domain_scores_codex":[0.9996077,0.000127839,0.00004405605,0.00007210512,0.00008306154,0.00006519077],"domain_scores_gemma":[0.9988891,0.0004143938,0.0001977166,0.00007759823,0.0001616678,0.0002595285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07745174,0.00875899,0.7387196,0.0005187303,0.0007237246,0.0008913603,0.0003628769,0.001253718,0.02077442,0.0001758631,0.001149684,0.1492192],"study_design_scores_gemma":[0.001225275,0.1576526,0.8282735,0.00003268312,0.000300962,0.002936484,0.0005063126,0.001591852,0.004482322,0.00008330041,0.002870195,0.00004448955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991115,0.0002378056,0.0001440211,0.000006821405,0.00001164566,0.00002320288,0.00005868763,0.000003696001,0.0004025247],"genre_scores_gemma":[0.9988856,0.0001162036,0.0003247934,0.000020626,0.00002665322,0.00004834543,0.0002138086,0.00000223266,0.0003617257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004143205,"threshold_uncertainty_score":0.0138604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05743299737619567,"score_gpt":0.312933370064056,"score_spread":0.2555003726878604,"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."}}