{"id":"W2025899755","doi":"10.3816/ccc.2009.n.035","title":"Gene Expression Profiles as Predictors of Poor Outcomes in Stage II Colorectal Cancer: A Systematic Review and Meta-analysis","year":2009,"lang":"en","type":"review","venue":"Clinical Colorectal Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Colorectal cancer; Meta-analysis; Oncology; Internal medicine; Odds ratio; Confidence interval; Stage (stratigraphy); Subgroup analysis; Adjuvant therapy; Cancer; Diagnostic odds ratio","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":[0.005361714,0.001716302,0.01088111,0.002689423,0.0004305031,0.001376976,0.001361615,0.001382343,0.001721339],"category_scores_gemma":[0.01247139,0.001119508,0.02435484,0.00425546,0.0004996174,0.0008310435,0.001012241,0.001324849,0.0001702072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157131,"about_ca_system_score_gemma":0.0018287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006633178,"about_ca_topic_score_gemma":0.01659247,"domain_scores_codex":[0.9966828,0.001479222,0.0007661222,0.0005710188,0.0003593646,0.000141401],"domain_scores_gemma":[0.9904523,0.00730056,0.001271788,0.0003267599,0.000483589,0.0001650698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.003479397,0.00005121216,0.03205542,0.1159595,0.8266852,0.0001896109,0.0001109684,0.0006161752,0.0004366714,0.00008997249,0.0008110458,0.0195148],"study_design_scores_gemma":[0.0005576548,0.0002887746,0.01477542,0.003887275,0.9789454,0.0001084335,0.00004857657,0.000189885,0.0001189117,0.0001154529,0.0009381268,0.00002604161],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02323799,0.9748198,0.0006435313,0.0001868346,0.00020419,0.0000912543,0.0006094092,0.00002274569,0.0001843129],"genre_scores_gemma":[0.4779624,0.5165924,0.002534541,0.0008723226,0.0002951641,0.0003841005,0.0009046341,0.00002310302,0.0004313198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01088111,"threshold_uncertainty_score":0.02835584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130117514179371,"score_gpt":0.4571474967978107,"score_spread":0.3270299826184397,"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."}}