{"id":"W2140238199","doi":"10.1200/jco.2007.12.8322","title":"Age and Comorbidity As Independent Prognostic Factors in the Treatment of Non–Small-Cell Lung Cancer: A Review of National Cancer Institute of Canada Clinical Trials Group Trials","year":2007,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":334,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"National Cancer Institute; Bristol-Myers Squibb","keywords":"Medicine; Internal medicine; Comorbidity; Lung cancer; Hazard ratio; Cancer; Performance status; Proportional hazards model; Randomized controlled trial; Chemotherapy; Clinical trial; Oncology; Surgery; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03928206,0.0004725819,0.01825266,0.0002407939,0.00002894319,0.000005683328,0.0003416171,0.0008070244,0.0001567217],"category_scores_gemma":[0.01871847,0.00022792,0.003053538,0.0003441868,0.0003382983,0.00004808715,0.00004906439,0.001087287,2.384878e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190341,"about_ca_system_score_gemma":0.03547911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06104224,"about_ca_topic_score_gemma":0.1521599,"domain_scores_codex":[0.9743721,0.00638886,0.0172072,0.0004254506,0.001294388,0.0003120331],"domain_scores_gemma":[0.9372718,0.04140627,0.01977892,0.0003329305,0.0008090113,0.0004010237],"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":[0.001231147,0.009144474,0.06174371,0.04440145,0.006057942,0.0009751161,0.00009855253,0.000002696727,2.41629e-7,0.0000297693,0.005527054,0.8707879],"study_design_scores_gemma":[0.01307047,0.01144065,0.03288098,0.08495442,0.0224533,0.00008380782,0.0000294208,0.00000152816,0.000003907862,0.00001565108,0.8348873,0.0001785744],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0239025,0.9673114,0.000003362273,0.0008891615,0.002969614,0.00429146,0.0003022458,0.000001443558,0.0003287499],"genre_scores_gemma":[0.005373197,0.9921875,0.0001479364,0.0006013686,0.001361398,0.0002145817,0.0000464164,0.00002393713,0.00004366576],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8706093,"threshold_uncertainty_score":0.9963224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4890032889633683,"score_gpt":0.6102820471332314,"score_spread":0.1212787581698632,"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."}}