{"id":"W1542941262","doi":"10.1002/cncr.27852","title":"Surveillance after resection for colorectal cancer","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Medicine; Colonoscopy; Colorectal cancer; Odds ratio; Confidence interval; Surveillance, Epidemiology, and End Results; Epidemiology; Internal medicine; Carcinoembryonic antigen; Ethnic group; Cancer; Cancer registry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001690057,0.0001162503,0.0001871689,0.00006234701,0.00007642952,0.00001143476,0.0000299096,0.00009677363,0.0004708109],"category_scores_gemma":[0.00005406816,0.0001028114,0.0001004597,0.0002013821,0.0000369967,0.0001121825,0.00001454513,0.0001233362,0.00001279733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679267,"about_ca_system_score_gemma":0.0001014985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005001273,"about_ca_topic_score_gemma":0.001652156,"domain_scores_codex":[0.9991617,0.0000192191,0.0001316553,0.0001949104,0.0001486715,0.0003438985],"domain_scores_gemma":[0.9994974,0.00004539739,0.00005172539,0.0001118253,0.0001461689,0.0001474695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04048036,0.0001008785,0.8470901,0.0002694867,0.0001697836,0.000002071014,0.0006256612,0.0000393242,0.01136438,0.00003252147,0.0177485,0.08207691],"study_design_scores_gemma":[0.001527659,0.001215187,0.8361135,0.0001053331,0.00007693817,0.00002380494,0.00004536361,0.0004068322,0.04438936,0.00001915472,0.1158543,0.0002225706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853155,0.009196512,0.0006523337,0.0005772829,0.002353369,0.0004941278,0.00006560587,0.0001050949,0.001240193],"genre_scores_gemma":[0.9928383,0.0002689606,0.0001690733,0.0003685988,0.002620478,0.00209841,0.00001059055,0.00002907921,0.001596571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09810583,"threshold_uncertainty_score":0.515505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614410266687778,"score_gpt":0.3253955907671593,"score_spread":0.2992514881002816,"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."}}