{"id":"W2170603432","doi":"10.1016/j.lungcan.2010.07.015","title":"Inoperable early stage non-small cell lung cancer: Comorbidity, patterns of care and survival","year":2010,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"Ontario Institute for Cancer Research","keywords":"Medicine; Comorbidity; Stage (stratigraphy); Internal medicine; Proportional hazards model; Lung cancer; Radiation therapy; Retrospective cohort study; Cancer; Performance status; Oncology; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0000781331,0.0002402384,0.0004803012,0.00006627872,0.0000834349,0.00003209426,0.0001137579,0.0001285325,0.0007928855],"category_scores_gemma":[0.000004946444,0.0001996461,0.00009762942,0.0001047872,0.00005300262,0.00007688288,0.00008811227,0.0003223023,0.000002342094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982959,"about_ca_system_score_gemma":0.0003492317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05117788,"about_ca_topic_score_gemma":0.02924786,"domain_scores_codex":[0.9987125,0.00002202241,0.000249051,0.0003999747,0.0002739863,0.0003424314],"domain_scores_gemma":[0.9990134,0.00004989553,0.0001220169,0.0004128845,0.0001933859,0.000208442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008015297,0.0001256033,0.9892414,0.002162952,0.000189107,0.00003122037,0.002050175,0.00002307276,0.002910454,0.00004438088,0.001100673,0.002040804],"study_design_scores_gemma":[0.004310702,0.0003607066,0.9396756,0.000822292,0.000766021,0.000002806378,0.0003231709,0.0002949845,0.04522729,0.000001777024,0.007909126,0.0003054918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857017,0.008160924,0.00001620603,0.0003945055,0.001279341,0.0007459407,0.0004813821,0.00003402675,0.00318597],"genre_scores_gemma":[0.9902813,0.006537114,0.0001387713,0.0001982383,0.0003867157,0.0003124101,0.00003322442,0.00004812619,0.002064132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04956577,"threshold_uncertainty_score":0.9884658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035664875141113,"score_gpt":0.2947725696467814,"score_spread":0.2844159208953703,"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."}}