{"id":"W1974917344","doi":"10.1002/cncr.23208","title":"Multimarker phenotype predicts adverse survival in patients with lymph node‐negative colorectal cancer","year":2007,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Colorectal cancer; Lymph node; Oncology; Internal medicine; Cancer; Phenotype; Gene; Genetics","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":[0.0003003568,0.0003038557,0.0001775099,0.0004224386,0.0001804532,0.0002693422,0.0001743675,0.0002818935,0.00119394],"category_scores_gemma":[0.0009998035,0.00008993789,0.0001729941,0.0002138345,0.0001743921,0.000187799,0.0002324815,0.000274745,0.0002083957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449873,"about_ca_system_score_gemma":0.000132267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000513439,"about_ca_topic_score_gemma":0.0008414516,"domain_scores_codex":[0.9999212,0.0000199778,0.000007446981,0.00001923229,0.00001494525,0.00001724264],"domain_scores_gemma":[0.9994259,0.0001385931,0.0002522202,0.00002847228,0.000040788,0.0001140518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001637203,0.00001267739,0.9976196,0.000003609434,0.0000139353,0.00005656636,0.00001147536,0.0001187856,0.0008587629,0.000005817616,0.0000511602,0.001083976],"study_design_scores_gemma":[0.000009334087,0.0001556647,0.99707,0.000003086383,0.00002695571,0.0006595057,0.00004591113,0.001497705,0.0003426693,0.0000537033,0.0001326009,0.000002879671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996642,0.00008228009,0.00009606416,0.00002053783,0.000002058092,0.000001559836,0.00005006819,0.000003181482,0.00008012359],"genre_scores_gemma":[0.9997428,0.00001796621,0.00009173271,0.000005368234,0.000004668756,0.000001890342,0.00009420777,7.387143e-7,0.00004062524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00119394,"threshold_uncertainty_score":0.003994107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236909045809987,"score_gpt":0.2779532764316333,"score_spread":0.2655841859735334,"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."}}