{"id":"W2766056534","doi":"10.1093/icvts/ivx280.162","title":"P-162ROBOTIC APPROACH IN THE TREATMENT OF STAGE III LUNG CANCER: A RETROSPECTIVE MULTICENTRE ANALYSIS OF PERIOPERATIVE AND ONCOLOGICAL RESULTS","year":2017,"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":"McMaster University","funders":"","keywords":"Medicine; Perioperative; Retrospective cohort study; Lung cancer; Stage (stratigraphy); Surgery; Internal medicine; General surgery; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006236749,0.000210277,0.001463226,0.0002155784,0.0001253366,0.00003936726,0.00006263251,0.00007628408,0.00001111622],"category_scores_gemma":[0.0001900566,0.0001219933,0.0009028444,0.0002228868,0.0002457571,0.0001364336,0.00003399599,0.0001125394,1.077534e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003966927,"about_ca_system_score_gemma":0.0000778842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002689665,"about_ca_topic_score_gemma":0.0002675694,"domain_scores_codex":[0.998376,0.0003061106,0.00037643,0.0004642636,0.0003010278,0.0001761555],"domain_scores_gemma":[0.9982018,0.0006251468,0.0002796347,0.0006312216,0.0001962122,0.00006596844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002816339,0.001428158,0.9023432,0.0001790224,0.03098171,0.0002682365,0.01415357,0.000460189,0.0000235014,0.00003268163,0.000008947072,0.04730442],"study_design_scores_gemma":[0.002136594,0.0003071208,0.9795628,0.0002577125,0.01072962,0.00001618973,0.00320102,0.002393413,0.001005027,0.000001478944,0.0002651304,0.0001239437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720804,0.02514892,0.0000657066,0.0001583112,0.00008325226,0.000870485,0.0001381501,0.000005406176,0.001449378],"genre_scores_gemma":[0.9824581,0.01708945,0.00006858333,0.0000178746,0.00004396324,0.0002400993,0.00003337825,0.000009016774,0.00003949647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07721951,"threshold_uncertainty_score":0.4974741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995038953063857,"score_gpt":0.3656185820816836,"score_spread":0.3256681925510451,"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."}}