{"id":"W1970981520","doi":"10.1002/cncr.22229","title":"Significant regional variation in adequacy of lymph node assessment and survival in gastric cancer","year":2006,"lang":"en","type":"article","venue":"Cancer","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Health and Long Term Care; University of Toronto; Health Sciences Centre; Mount Sinai Hospital; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cancer; Stage (stratigraphy); Lymph node; Internal medicine; Proportional hazards model; Epidemiology; Oncology; Demography","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":[0.0001654366,0.0001019015,0.0002640318,0.0002322747,0.00001234992,0.000007349206,0.00004434742,0.00004191027,0.0001542304],"category_scores_gemma":[0.000007255822,0.00009334095,0.00003161839,0.0004177784,0.00003529549,0.00006228824,0.00002347096,0.00008385577,5.70271e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005143348,"about_ca_system_score_gemma":0.0002541547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01737337,"about_ca_topic_score_gemma":0.00102671,"domain_scores_codex":[0.9990534,0.00002684814,0.0002860232,0.0002085797,0.0002370986,0.0001880355],"domain_scores_gemma":[0.9996679,0.00004284192,0.0001033063,0.0001100061,0.00004161461,0.00003429781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008851032,0.0000812127,0.9910864,0.0001110591,0.00001824321,0.00001226316,0.00008066207,0.001307047,0.001382077,0.0007834626,0.0007014071,0.004347645],"study_design_scores_gemma":[0.002796179,0.00002301686,0.9946283,0.000145364,0.00004287692,8.932265e-7,0.00007297382,0.001264083,0.00004188767,0.0001248126,0.0007810857,0.00007851426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929875,0.001115798,0.0004527727,0.002933118,0.0002239575,0.0002971538,0.00001406836,0.0000126292,0.001962965],"genre_scores_gemma":[0.9979382,0.0006484854,0.0003322521,0.0001910778,0.0002118046,0.00009457155,0.00001186192,0.00001072125,0.0005610687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634666,"threshold_uncertainty_score":0.98917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853059141046666,"score_gpt":0.3170108243832321,"score_spread":0.2884802329727655,"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."}}