{"id":"W2081859509","doi":"10.1002/cncr.23911","title":"Reliability of staging, prognosis, and comorbidity data collection in the National Comprehensive Cancer Network (NCCN) non‐Hodgkin lymphoma (NHL) multicenter outcomes database","year":2008,"lang":"en","type":"article","venue":"Cancer","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Cancer Institute","keywords":"Medicine; Hodgkin lymphoma; Comorbidity; Lymphoma; Cancer; Reliability (semiconductor); Internal medicine; Oncology; Multicenter study; Database; Randomized controlled trial","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1021948,0.000466299,0.0008285649,0.004385277,0.0007241754,0.002198787,0.001170911,0.000747507,0.0005397252],"category_scores_gemma":[0.1927432,0.0005505491,0.001182017,0.004232733,0.001282355,0.001227661,0.002581345,0.0007068558,0.0003062591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599964,"about_ca_system_score_gemma":0.002196607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0083171,"about_ca_topic_score_gemma":0.00850652,"domain_scores_codex":[0.8933236,0.06786618,0.01549031,0.007822925,0.01383556,0.001661369],"domain_scores_gemma":[0.6963142,0.1568677,0.05622307,0.03922927,0.0479921,0.003373727],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002866841,0.00004323423,0.9914762,0.0000629127,0.0003554551,0.00001415262,0.0004544125,0.0005007968,0.0001158653,0.00008721346,0.0005478347,0.006055159],"study_design_scores_gemma":[0.00003999728,0.0001785366,0.9925591,0.0001067208,0.0002065587,0.00009332866,0.0003403981,0.004589712,0.0004623517,0.0001443194,0.001251025,0.00002806698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871058,0.0007830569,0.005309111,0.0002146419,0.00008849354,0.0004419037,0.003638868,0.00009837975,0.002319647],"genre_scores_gemma":[0.9934243,0.0001124887,0.002569768,0.00006033046,0.00003559046,0.0002134389,0.003467961,0.00001735927,0.00009872323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8978052,"threshold_uncertainty_score":0.540464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09488356434292948,"score_gpt":0.3650990900465954,"score_spread":0.2702155257036659,"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."}}