{"id":"W2616373451","doi":"10.1200/jco.2014.32.15_suppl.e19056","title":"Referral to a cancer center (CC), medical oncologist (MO), and use of systemic treatment (ST) in stage IV non-small cell lung cancer (NSCLC) patients: Comparison of years 2003-2006 and 2010 cohorts in a single Canadian institution.","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services; Baker Hughes (Canada)","funders":"","keywords":"Medicine; Referral; Internal medicine; Cohort; Stage (stratigraphy); Lung cancer; Cancer registry; Cancer; Surgery; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0004817013,0.0002763594,0.0003231797,0.001267256,0.000856497,0.0009224755,0.0008709303,0.0006351147,0.001794853],"category_scores_gemma":[0.001775494,0.0003136248,0.0006063345,0.00287346,0.0004406838,0.0004156023,0.0007110951,0.0005514223,0.0002049443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006770765,"about_ca_system_score_gemma":0.005643345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7626325,"about_ca_topic_score_gemma":0.863513,"domain_scores_codex":[0.9994393,0.00004136659,0.00004519253,0.0001050988,0.0001687148,0.0002004052],"domain_scores_gemma":[0.9982158,0.0001341831,0.0008312005,0.00004082184,0.0002541508,0.0005239206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005616322,0.000008987211,0.9992719,0.00000504347,0.00001830618,0.00002304481,0.00004378095,0.00002166822,0.00002728087,0.000004273506,0.0001209431,0.0003985289],"study_design_scores_gemma":[0.000004935087,0.00002487015,0.9994507,0.000007484636,0.00001379198,0.00005454208,0.000249761,0.00008210146,0.000009900979,0.000003244878,0.00009623912,0.000002441694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983315,0.0002683678,0.00001584709,0.00007517711,0.000004223882,0.0000127587,0.0008783309,0.000003872908,0.0004101305],"genre_scores_gemma":[0.9983739,0.0001715687,0.00003875231,0.00003704588,0.000005350796,0.000006310415,0.001183035,0.000001744143,0.0001822141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2373675,"threshold_uncertainty_score":0.4775308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08267592595053168,"score_gpt":0.4478556017995932,"score_spread":0.3651796758490615,"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."}}