{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008098242,0.000240931,0.0003435785,0.0005192005,0.0002167039,0.0005301337,0.0002500568,0.0002836545,0.0009943249],"category_scores_gemma":[0.001679788,0.0001821485,0.0007263349,0.0008232033,0.000258079,0.0003105401,0.0004304777,0.0002080031,0.0002458048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536077,"about_ca_system_score_gemma":0.0003076328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000534936,"about_ca_topic_score_gemma":0.000633461,"domain_scores_codex":[0.99922,0.000279714,0.0001227712,0.0001643622,0.0001433789,0.00006970598],"domain_scores_gemma":[0.998513,0.0002784659,0.0008398155,0.0001212939,0.0001064439,0.0001409448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008126431,0.00006961137,0.9914742,0.00007248972,0.0001959215,0.0003339801,0.00005392782,0.00008708196,0.0007715236,0.00001084944,0.00008370717,0.006034131],"study_design_scores_gemma":[0.00004906211,0.001562366,0.9952704,0.00002067084,0.0001392696,0.001887243,0.0001334074,0.0001494773,0.000301641,0.00001202289,0.0004670783,0.00000726094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984111,0.001183097,0.0001183361,0.000009996146,0.000004373811,0.00001223206,0.00009795892,0.000002054901,0.0001609699],"genre_scores_gemma":[0.9993255,0.0003084321,0.00007989495,0.00001573073,0.00001134173,0.00001359891,0.0001934317,0.000002092071,0.0000499977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009943249,"threshold_uncertainty_score":0.004282773,"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."}}