{"id":"W2802941145","doi":"10.21037/vats.2018.04.08","title":"Positive margins after lung cancer surgery: is postoperative radiotherapy worth the burn?","year":2018,"lang":"en","type":"article","venue":"Video-Assisted 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; Lung cancer; Radiation therapy; Surgery; Lung cancer surgery; 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":[0.003708257,0.0003646024,0.0009486665,0.0004750564,0.0005676213,0.002012936,0.0009663283,0.002060279,0.004046096],"category_scores_gemma":[0.02083238,0.0002059689,0.000341568,0.0006570619,0.001985803,0.003584968,0.000788214,0.002896297,0.001421681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005842823,"about_ca_system_score_gemma":0.001184156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379752,"about_ca_topic_score_gemma":0.003991821,"domain_scores_codex":[0.9983588,0.0005645411,0.0002599616,0.0001773176,0.0005288313,0.0001106089],"domain_scores_gemma":[0.9907035,0.005070824,0.001713262,0.0002602693,0.001669615,0.000582578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008586347,0.0001146199,0.01901455,0.002248354,0.0001009915,0.0004395664,0.0003419247,0.0002980508,0.0005332782,0.003105965,0.03385586,0.9390883],"study_design_scores_gemma":[0.0002506441,0.003718726,0.2456697,0.03790213,0.001473839,0.01642023,0.01470617,0.002761539,0.002961354,0.1015513,0.5720776,0.000506678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03053559,0.834208,0.003522728,0.1151547,0.008175839,0.00003672365,0.0001875493,0.00005087325,0.008127945],"genre_scores_gemma":[0.308016,0.6266292,0.003063707,0.02479994,0.03380683,0.00004982985,0.0003003881,0.00007461202,0.003259418],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004046096,"threshold_uncertainty_score":0.01961136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309041000087984,"score_gpt":0.3341092296301143,"score_spread":0.3110188196292344,"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."}}