{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00114769,0.001217087,0.0007617399,0.00262421,0.001090536,0.0009217045,0.001814166,0.00233434,0.1198916],"category_scores_gemma":[0.002956576,0.0005030801,0.0005580229,0.00131953,0.0006801744,0.001353266,0.001524135,0.001405359,0.06493599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005149184,"about_ca_system_score_gemma":0.001130604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823187,"about_ca_topic_score_gemma":0.001892673,"domain_scores_codex":[0.9984572,0.0001843888,0.0001112982,0.0003725805,0.0006887638,0.0001857023],"domain_scores_gemma":[0.9993598,0.0001799781,0.00009381509,0.0000600833,0.0002477225,0.00005872467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001467054,0.0003656867,0.003916664,0.002820512,0.000081431,0.002690885,0.0004079753,0.001132305,0.2460261,0.01080326,0.1192797,0.6110085],"study_design_scores_gemma":[0.0002114945,0.0006814736,0.003821212,0.0006629343,0.00006121649,0.004439122,0.0001959692,0.001648245,0.08745167,0.003311105,0.8974332,0.00008232089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1450439,0.05207586,0.1502152,0.01113942,0.009607646,0.004664407,0.01887009,0.01380601,0.5945776],"genre_scores_gemma":[0.2409135,0.02762827,0.1646574,0.007092895,0.001826841,0.004076698,0.02844623,0.002518863,0.5228393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8801084,"threshold_uncertainty_score":0.4010773,"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."}}