{"id":"W4210768251","doi":"10.1093/jnci/djac023","title":"Identification of a Subset of Stage I Colorectal Cancer Patients With High Recurrence Risk","year":2022,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Center for Research Resources; National Institutes of Health; National Cancer Institute; University of Arizona Cancer Center; Memorial Sloan-Kettering Cancer Center; Roswell Park Cancer Institute","keywords":"Hazard ratio; Medicine; Perineural invasion; Tissue microarray; Colorectal cancer; Internal medicine; Cohort; Oncology; Stage (stratigraphy); Confidence interval; Biomarker; Cancer; Metastasis; Pathology; Biology","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":[0.0001925219,0.0002980525,0.0004050691,0.0004130571,0.0002785226,0.0005418657,0.0002839053,0.0003300989,0.001581503],"category_scores_gemma":[0.000832566,0.000111453,0.0003480963,0.0003016959,0.0001875954,0.0002514336,0.0002350446,0.0003622505,0.0003377944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744919,"about_ca_system_score_gemma":0.0002646009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202826,"about_ca_topic_score_gemma":0.002547068,"domain_scores_codex":[0.9998809,0.00001917906,0.000009330367,0.00003646154,0.00002132409,0.00003277127],"domain_scores_gemma":[0.9995178,0.00007349029,0.0002100373,0.0000394288,0.00004924898,0.0001099698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001710343,0.00002195823,0.9930753,0.00001041339,0.00001579684,0.0002227655,0.00003387906,0.00005355082,0.002433856,0.00002043282,0.0001738331,0.003767336],"study_design_scores_gemma":[0.000008708803,0.0001575932,0.9973774,0.000006578303,0.00004394446,0.001218925,0.000104108,0.00025199,0.0004979285,0.00005948357,0.0002686091,0.000004731581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988084,0.0002474496,0.000204105,0.00005166555,0.000005342593,0.00001052521,0.0001395979,0.000008741999,0.000524163],"genre_scores_gemma":[0.9990638,0.0001005305,0.0002413791,0.00003517997,0.00001848805,0.000009056133,0.0003695619,0.000003692844,0.0001583337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001581503,"threshold_uncertainty_score":0.005290627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941216438855002,"score_gpt":0.3367508314229329,"score_spread":0.3073386670343829,"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."}}