{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005716188,0.0002280457,0.0005142662,0.001047885,0.0006724191,0.001013419,0.0004276007,0.0007317184,0.00206901],"category_scores_gemma":[0.004284549,0.0002369597,0.0006964653,0.003287032,0.0002682589,0.0009432876,0.0007801526,0.0006905237,0.0001763812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008511331,"about_ca_system_score_gemma":0.0009224056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0178844,"about_ca_topic_score_gemma":0.03148143,"domain_scores_codex":[0.9994531,0.0001657993,0.00009063953,0.00006895544,0.0000921841,0.0001292113],"domain_scores_gemma":[0.9980039,0.0004555139,0.0008295212,0.00006601222,0.0001683076,0.0004767811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003787997,0.00001206748,0.999278,0.000003248181,0.00002706734,0.00003029271,0.00001893665,0.0000236031,0.00001927282,0.00001118686,0.00004295152,0.0004954026],"study_design_scores_gemma":[0.000002234984,0.0000254011,0.9993784,0.000003324871,0.00002025347,0.0001419667,0.0001761917,0.0001575791,0.000007131674,0.00003828515,0.00004655902,0.000002576856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997656,0.001020702,0.00004597853,0.0002911444,0.000010709,0.000004096334,0.0004082263,0.000002460911,0.0005606719],"genre_scores_gemma":[0.9994023,0.0002176386,0.00002957079,0.00001829983,0.00001509289,0.000002326999,0.0002475099,9.350886e-7,0.00006620465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0178844,"threshold_uncertainty_score":0.03556061,"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."}}