{"id":"W4312100623","doi":"10.3390/curroncol30010012","title":"Disparate Time-to-Treatment and Varied Incidence of Actionable Non-Small Cell Lung Cancer Molecular Alterations in British Columbia: A Historical Cohort Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Vancouver Coastal Health Research Institute","keywords":"Medicine; Lung cancer; Incidence (geometry); Stage (stratigraphy); Internal medicine; Oncology; Observational study; Targeted therapy; Disease; Epidemiology; Cohort; Demographics; Cancer; Retrospective cohort study; Demography; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0009322873,0.0003625007,0.0004948874,0.001744819,0.001941677,0.00135504,0.001584536,0.0006027105,0.002513756],"category_scores_gemma":[0.002765454,0.0005190572,0.0004197715,0.003602039,0.0007272207,0.0004419258,0.001140097,0.0007702954,0.0005447538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006360179,"about_ca_system_score_gemma":0.004991564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8711127,"about_ca_topic_score_gemma":0.8917553,"domain_scores_codex":[0.9988538,0.0001512943,0.000108214,0.0002912942,0.00024166,0.0003537072],"domain_scores_gemma":[0.996869,0.0002886919,0.0006757067,0.0003431932,0.001056906,0.0007665001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001023471,0.00002589567,0.9981562,0.00001096657,0.00004104761,0.00010395,0.0002395703,0.00003010971,0.00008571988,0.00002431701,0.0003386201,0.0008411728],"study_design_scores_gemma":[0.000005988078,0.00002899339,0.9986789,0.00001536618,0.00002644731,0.0001124583,0.0005595472,0.0001220351,0.00002243013,0.00001521535,0.0004053254,0.000007290421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952927,0.0003660438,0.00009233507,0.00009306282,0.000007952531,0.00003213215,0.002847235,0.000008744356,0.001259825],"genre_scores_gemma":[0.9972829,0.0002761633,0.00007000291,0.0000730284,0.000005794566,0.00002594536,0.001706736,0.000006788225,0.0005525647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288873,"threshold_uncertainty_score":0.2592927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128204528077706,"score_gpt":0.3617411842303626,"score_spread":0.3404591389495855,"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."}}