{"id":"W2785444478","doi":"10.21037/jtd.2018.01.132","title":"Lung surgery in elderly patients: are we doing enough?","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Lung; Surgery; General surgery; 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":[0.001228055,0.0004066456,0.0008722903,0.0004825373,0.002198135,0.001677858,0.0007714241,0.01485679,0.003988859],"category_scores_gemma":[0.01166554,0.0002396951,0.0006265201,0.0004830569,0.001289754,0.00419189,0.0007968977,0.01484378,0.002839214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001607448,"about_ca_system_score_gemma":0.001606372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002859556,"about_ca_topic_score_gemma":0.004671721,"domain_scores_codex":[0.9990137,0.0003439469,0.0001475859,0.00008321675,0.0002597093,0.0001518892],"domain_scores_gemma":[0.9972298,0.0009342289,0.0002941676,0.00008504593,0.0005915542,0.0008651922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001662342,0.000175407,0.01586238,0.0003187352,0.0000480233,0.0579395,0.001090689,0.0002416575,0.0007986117,0.0040761,0.8625724,0.05671038],"study_design_scores_gemma":[0.0003111801,0.0005391128,0.01582232,0.003125692,0.0001196464,0.1492692,0.006934522,0.001243558,0.0005469791,0.0254121,0.7964841,0.0001917131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002628792,0.005660065,0.000114675,0.9811736,0.007411832,0.00001041464,0.00002258264,0.00001674385,0.002961398],"genre_scores_gemma":[0.04157957,0.0204968,0.0007628883,0.8603737,0.07107946,0.00004005316,0.00006189195,0.0000232322,0.005582326],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01485679,"threshold_uncertainty_score":0.01334405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134133184622513,"score_gpt":0.3285034519285689,"score_spread":0.3071621200823438,"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."}}