{"id":"W3037727500","doi":"10.1016/j.crad.2020.05.006","title":"Postoperative complications of pulmonary resection","year":2020,"lang":"en","type":"review","venue":"Clinical Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Medicine; Cardiothoracic surgery; Surgery; Lung cancer; General surgery; Resection; 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":[0.0008027756,0.000785365,0.001862403,0.003077957,0.0002328213,0.00129057,0.0007841577,0.000826247,0.003803399],"category_scores_gemma":[0.00309503,0.0003100351,0.001171449,0.003591278,0.0006052026,0.0010117,0.0008424388,0.001457636,0.0007622089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005495682,"about_ca_system_score_gemma":0.001644138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829522,"about_ca_topic_score_gemma":0.00488958,"domain_scores_codex":[0.9993574,0.0001097075,0.0002074112,0.0001081288,0.0001733713,0.00004405153],"domain_scores_gemma":[0.9983513,0.000846371,0.0005313792,0.00003120234,0.0001715083,0.00006823529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001469695,0.00004538964,0.001588256,0.0668909,0.0005141288,0.0003307192,0.00007592452,0.0002041094,0.0004024954,0.0006088083,0.01567397,0.9135184],"study_design_scores_gemma":[0.0001862842,0.0004479341,0.02562772,0.1244326,0.007170706,0.01209204,0.0005216016,0.0002693919,0.0008185174,0.001982884,0.8263207,0.0001295927],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001517367,0.9992717,0.00004224214,0.00007467422,0.00009166578,0.000003257657,0.00002134475,0.000002572733,0.0003409059],"genre_scores_gemma":[0.001430403,0.9978486,0.00009617387,0.0002473626,0.0001747625,0.000004880303,0.00004478429,0.000001351871,0.0001516587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003803399,"threshold_uncertainty_score":0.01272362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754798526723226,"score_gpt":0.4981755147162725,"score_spread":0.3226956620439499,"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."}}