{"id":"W2883178629","doi":"10.1016/j.thorsurg.2018.03.003","title":"Fundamentals of Standard Sleeve Resection","year":2018,"lang":"en","type":"review","venue":"Thoracic surgery clinics/Thorac. surg. clin.","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Pneumonectomy; Medicine; Bronchus; Surgery; Resection; Pulmonary function testing; Lung cancer; Lung; Radiology; Respiratory disease; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.009023123,0.001475127,0.009675371,0.001248624,0.0002640262,0.0001064283,0.0004139108,0.001550406,0.001556645],"category_scores_gemma":[0.001972403,0.001180353,0.004832819,0.001748033,0.0006174962,0.0002566695,0.0002976284,0.001291531,0.0008627994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512618,"about_ca_system_score_gemma":0.003254973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001058464,"about_ca_topic_score_gemma":0.00005782224,"domain_scores_codex":[0.9879766,0.001788343,0.005533541,0.001952745,0.001582444,0.001166389],"domain_scores_gemma":[0.981836,0.009877396,0.00398091,0.002567519,0.001006785,0.0007313958],"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":[0.001750333,0.001073033,0.006521048,0.03301395,0.002650126,0.0003049185,0.00005521197,2.940931e-7,2.824805e-7,0.00001446567,0.03533521,0.9192811],"study_design_scores_gemma":[0.0004881551,0.00120213,0.0001326004,0.06028489,0.007728978,0.000154077,0.00005852931,0.000002632519,0.0001673438,0.0001137799,0.9287579,0.0009089818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00328885,0.9835391,0.00003109775,0.0001686325,0.006010454,0.002855295,0.001033759,0.0002843762,0.002788417],"genre_scores_gemma":[0.001419006,0.9904715,0.0005209833,0.0001860158,0.002863866,0.0005488639,0.001525044,0.0004058432,0.002058859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9183722,"threshold_uncertainty_score":0.9999151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754051839169735,"score_gpt":0.4855035797655191,"score_spread":0.3100983958485456,"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."}}