{"id":"W2518728135","doi":"10.5858/2001-125-0642-gs","title":"GEWF Solution","year":2001,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; South Bruce Grey Health Centre; St Joseph's Health Centre","funders":"","keywords":"Lymph; Medicine; Colorectal cancer; Lymph node; Carcinoma; Radiology; Cancer; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001804466,0.000166904,0.0005188081,0.0002095274,0.00004797691,8.843622e-7,0.00009253772,0.00008115739,0.0004516206],"category_scores_gemma":[0.0002883547,0.0001251674,0.00007140155,0.0003670972,0.0009060695,0.00004268881,0.00004950784,0.0001933766,0.00003179554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004044463,"about_ca_system_score_gemma":0.0001338955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002506771,"about_ca_topic_score_gemma":0.00001824777,"domain_scores_codex":[0.9987214,0.0001326651,0.0003486173,0.0003007289,0.0002191804,0.0002774752],"domain_scores_gemma":[0.9989843,0.0002520319,0.000127267,0.0003617657,0.00008607762,0.0001885881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00327406,0.0007991684,0.4900587,0.0001649001,0.0002741011,0.007818721,0.002697416,0.000003204816,0.4331639,0.002036636,0.001501305,0.05820788],"study_design_scores_gemma":[0.008002987,0.004447104,0.9422281,0.0003853251,0.000371898,0.001100339,0.0002833115,0.00009979076,0.008072714,0.002049584,0.03274686,0.0002119728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960304,0.002485327,0.0004547223,0.004280293,0.0003034846,0.000280474,0.00001516497,0.00007944272,0.03179709],"genre_scores_gemma":[0.9963011,0.0007751199,0.001147607,0.0008343599,0.000265043,0.00002792238,0.00003813349,0.00001975236,0.0005909853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4521694,"threshold_uncertainty_score":0.5104176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0206305928090345,"score_gpt":0.3031156169832067,"score_spread":0.2824850241741722,"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."}}