{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001441133,0.0001159764,0.0001720486,0.0005214302,0.0001331331,0.0003796275,0.0003060248,0.0002886719,0.0007788408],"category_scores_gemma":[0.006023485,0.0001118321,0.0002479243,0.0007389629,0.0004359617,0.0002935533,0.0004977543,0.0002259328,0.000209995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003052994,"about_ca_system_score_gemma":0.0002385751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001331,"about_ca_topic_score_gemma":0.003774474,"domain_scores_codex":[0.9994079,0.000243559,0.00007677441,0.0001238666,0.00008032189,0.00006772205],"domain_scores_gemma":[0.9937184,0.002170009,0.002927776,0.0004382308,0.0004077723,0.0003378252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045612,0.000004670087,0.9975342,0.000009373605,0.00002962451,0.00004384449,0.000050822,0.0001654982,0.0002085242,0.0000115193,0.00006507031,0.001772432],"study_design_scores_gemma":[0.000002540826,0.00003689242,0.9992765,0.000004608667,0.00001533296,0.0001934618,0.00007959983,0.0001595212,0.00006475903,0.00002653494,0.0001378991,0.000002392204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985214,0.0007836324,0.0001489918,0.00004817577,0.000003470882,0.00000331575,0.0001905988,0.000006520957,0.0002939321],"genre_scores_gemma":[0.9996405,0.00009199515,0.00007068839,0.00000847164,0.00000309349,0.000002109828,0.0001454902,0.000002717602,0.00003489292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003001331,"threshold_uncertainty_score":0.007621527,"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."}}