{"id":"W2067184457","doi":"10.1016/s0960-7404(02)00045-2","title":"Treatment of patients with lung cancer and severe emphysema: lessons from lung volume reduction surgery","year":2002,"lang":"en","type":"review","venue":"Surgical Oncology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Lung volume reduction surgery; Medicine; Lung cancer; Quality of life (healthcare); Stage (stratigraphy); Lung cancer surgery; Randomized controlled trial; Surgery; Pulmonary function testing; Intensive care medicine; Lung; Pneumonectomy; Lung volumes; Internal medicine; Nursing","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":[0.001175997,0.0008079277,0.003017792,0.001294023,0.0003402999,0.0009307208,0.001095327,0.001513817,0.002121981],"category_scores_gemma":[0.001819305,0.0002280999,0.0008888982,0.001875693,0.0005785495,0.001350965,0.0004612531,0.00193557,0.0004881812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006863477,"about_ca_system_score_gemma":0.001364716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297895,"about_ca_topic_score_gemma":0.007995937,"domain_scores_codex":[0.9996898,0.00008275918,0.00004771124,0.00005279864,0.0001053007,0.00002165992],"domain_scores_gemma":[0.9991968,0.000547886,0.00007177792,0.0000142703,0.0001317767,0.00003747227],"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":[0.0002069654,0.0001636977,0.0005905361,0.01648806,0.000384492,0.0002664983,0.00007007425,0.0003507564,0.0003454632,0.001962555,0.02264453,0.9565263],"study_design_scores_gemma":[0.0004817975,0.0006707806,0.00944171,0.02623263,0.001655397,0.003610457,0.0004525385,0.0003637541,0.0004039371,0.005634635,0.9509912,0.00006119383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001128343,0.9988821,0.0000503162,0.0005146984,0.0001242579,0.000002105296,0.00000563794,0.000002062114,0.0003058655],"genre_scores_gemma":[0.0009490587,0.9981166,0.0001750102,0.0004026038,0.000194593,0.000004639581,0.000009907943,6.91398e-7,0.0001470175],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003017792,"threshold_uncertainty_score":0.007098734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04411856283431261,"score_gpt":0.3772112419349798,"score_spread":0.3330926791006673,"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."}}