{"id":"W2016729118","doi":"10.3389/fonc.2014.00178","title":"The Treatment of Metastatic Non-Small Cell Lung Cancer in the Elderly: An Evidence-Based Approach","year":2014,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Lung cancer; Clinical trial; Geriatric oncology; Cancer; Intensive care medicine; Oncology; Chemotherapy; Internal medicine; Targeted therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001412491,0.0005115577,0.0030375,0.0003739294,0.00006410702,0.00001782534,0.0007506392,0.000419526,0.00001897916],"category_scores_gemma":[0.0001843189,0.0002590911,0.0004342001,0.0005565331,0.0003240944,0.00004473251,0.00002700483,0.0006217282,0.000003633986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951995,"about_ca_system_score_gemma":0.002325823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006710973,"about_ca_topic_score_gemma":0.001092768,"domain_scores_codex":[0.9955016,0.001951997,0.001093616,0.0005850422,0.0003104231,0.0005572814],"domain_scores_gemma":[0.9960428,0.002020258,0.0006511875,0.001110455,0.00007252744,0.0001027784],"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":[0.0001105967,0.001128477,0.0008352224,0.01067576,0.0002291521,0.00007267846,0.001382669,0.00009034289,1.999279e-7,0.000006272689,0.007533358,0.9779353],"study_design_scores_gemma":[0.002620211,0.00468732,0.00008789152,0.007510803,0.002847032,0.00002802973,0.0006875467,0.003036241,0.000002328123,0.00001910451,0.9782256,0.0002478188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001312355,0.9899399,0.002191001,0.0006387208,0.001252167,0.004842997,0.00002801208,0.00001299769,0.0009629277],"genre_scores_gemma":[0.0001486358,0.98582,0.009883414,0.0001726723,0.000229198,0.002964696,0.00007923158,0.00006027484,0.0006418901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9776875,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07423437581825904,"score_gpt":0.3851129332600805,"score_spread":0.3108785574418215,"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."}}