{"id":"W2410584117","doi":"10.1016/j.cllc.2016.05.012","title":"Assessment of Referral and Chemotherapy Treatment Patterns for Elderly Patients With Non–small-Cell Lung Cancer","year":2016,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; McMaster University; CancerCare Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Lung cancer; Internal medicine; Referral; Chemotherapy; Cancer; Population; Comorbidity; Cohort; Retrospective cohort study; Malignancy; Oncology; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008604662,0.0002266738,0.0005328858,0.00004356982,0.00006132545,0.00001092281,0.00005943499,0.0001103563,0.0002490899],"category_scores_gemma":[0.00000926836,0.0001193662,0.000146867,0.00006228871,0.00008429245,0.00006424422,0.0000156197,0.00006954647,4.209339e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005073068,"about_ca_system_score_gemma":0.0005954219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004110252,"about_ca_topic_score_gemma":0.0004645853,"domain_scores_codex":[0.9986134,0.00002598884,0.000461033,0.0004488436,0.0001773281,0.0002734126],"domain_scores_gemma":[0.9988143,0.00020958,0.00024229,0.0002965875,0.000238526,0.0001987412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004991374,0.0008017036,0.9197968,0.0002209915,0.0009428755,0.000001819619,0.0001213391,0.000002778555,0.00006897247,0.000015014,0.001092682,0.07643586],"study_design_scores_gemma":[0.02585017,0.003423712,0.96451,0.0007132998,0.001752085,4.297672e-7,0.00002314832,0.0002017545,0.0003358875,0.000007312726,0.003006168,0.0001760577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924741,0.0006238114,0.001391337,0.001827015,0.0003315081,0.002307978,0.0005074847,0.0000242328,0.000512484],"genre_scores_gemma":[0.9907318,0.002409681,0.001430512,0.0006147507,0.0002651104,0.00127552,0.00004747708,0.00004929858,0.003175879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07625981,"threshold_uncertainty_score":0.486761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03130862013876824,"score_gpt":0.4316367468939699,"score_spread":0.4003281267552017,"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."}}