{"id":"W3110320999","doi":"10.3390/curroncol28010008","title":"Evolution of Systemic Treatment Uptake and Survival in Advanced Non-Small Cell Lung Cancer","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Cohort; Internal medicine; Lung cancer; Population; Oncology; Cancer; Anaplastic lymphoma kinase","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006655682,0.0001150742,0.0001824019,0.0006978958,0.0002572209,0.0006228437,0.0002759126,0.0003240031,0.001400424],"category_scores_gemma":[0.002518775,0.00008960753,0.000280688,0.000996163,0.0002371982,0.0005372078,0.0003954636,0.0004458092,0.0002186357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006982018,"about_ca_system_score_gemma":0.000381706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005314927,"about_ca_topic_score_gemma":0.006277671,"domain_scores_codex":[0.999603,0.00006492281,0.00004461258,0.0001274755,0.00008481933,0.00007522377],"domain_scores_gemma":[0.9974506,0.0003536884,0.001471829,0.00009332768,0.0002915385,0.0003388995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006962662,0.000006879435,0.9986785,0.000004216699,0.00001420786,0.00002694656,0.00002591955,0.00004341895,0.00006753865,0.000007725077,0.0000600065,0.0009950605],"study_design_scores_gemma":[0.000001960582,0.0000584731,0.9991534,0.000004525431,0.00001204726,0.0002146657,0.0001143654,0.0002095711,0.0000581112,0.00001483761,0.0001560009,0.000002169777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984497,0.0004216244,0.0000488325,0.00005097816,0.000003198992,0.000004923411,0.0005627559,0.00000445684,0.0004536252],"genre_scores_gemma":[0.9993463,0.00009161022,0.00003441555,0.00001140025,0.000004642631,0.000003013519,0.0004468553,0.000001507279,0.00006011682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005314927,"threshold_uncertainty_score":0.01056796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05201036351907983,"score_gpt":0.401276062780735,"score_spread":0.3492656992616551,"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."}}