{"id":"W3143911291","doi":"10.1200/go.20.00574","title":"Epidemiologic Pattern of Cancer in Kathmandu Valley, Nepal: Findings of Population-Based Cancer Registry, 2018","year":2021,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Ministry of Health and Population; Centre International de Recherche sur le Cancer","keywords":"Cancer registry; Medicine; Population; Cancer; Lung cancer; Demography; Incidence (geometry); Residence; Mortality rate; Environmental health; Surgery; Oncology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000427451,0.0001687643,0.0008768967,0.00006003234,0.00002643382,0.000003133478,0.0001524159,0.0003136944,0.0006858385],"category_scores_gemma":[0.0004831977,0.000151847,0.0001684916,0.0004909863,0.0001161197,0.00004655966,0.00007484061,0.0002031746,0.000004730293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132717,"about_ca_system_score_gemma":0.001164567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.088051,"about_ca_topic_score_gemma":0.04975552,"domain_scores_codex":[0.9980645,0.0001614682,0.0007368237,0.0003714546,0.0002694536,0.0003963147],"domain_scores_gemma":[0.9987336,0.0001931344,0.0003918946,0.0003065426,0.0002607242,0.000114111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003023714,0.0001292657,0.9740974,0.0001330604,0.00005580992,0.0001525602,0.00003578564,0.001856514,0.0005629181,0.0001974496,0.00442237,0.01805446],"study_design_scores_gemma":[0.001954998,0.0004496459,0.9886547,0.0005232444,0.000111276,0.00002907884,0.0001293241,0.001048904,0.0005712201,0.0003306278,0.006065085,0.0001318811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860365,0.004111483,0.0001850063,0.005972589,0.0004982956,0.0002261187,0.0001694598,0.00002013434,0.002780435],"genre_scores_gemma":[0.9952561,0.0004760982,0.0007843737,0.003108749,0.0001462739,0.00003621998,0.00006175554,0.000008905577,0.0001215486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03829548,"threshold_uncertainty_score":0.967584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09749083642668144,"score_gpt":0.4339235342514139,"score_spread":0.3364326978247325,"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."}}