{"id":"W2066639061","doi":"10.1038/ajg.2010.390","title":"Rate and Predictors of Early/Missed Colorectal Cancers After Colonoscopy in Manitoba: A Population-Based Study","year":2010,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Colonoscopy; Colorectal cancer; Population; Internal medicine; Oncology; General surgery; Environmental health; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.0004363489,0.0002601624,0.0002655213,0.000985534,0.0005232276,0.000591194,0.0006634517,0.0003379232,0.001139205],"category_scores_gemma":[0.002103175,0.0003909224,0.0003364326,0.001479328,0.0002765302,0.0003177983,0.000526658,0.0005977426,0.0002129941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487986,"about_ca_system_score_gemma":0.001437651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3360004,"about_ca_topic_score_gemma":0.388932,"domain_scores_codex":[0.9995973,0.00008266176,0.0000282639,0.00008141949,0.0001219195,0.00008856648],"domain_scores_gemma":[0.9986899,0.0001283236,0.0005913493,0.00006898584,0.0002709144,0.000250486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001338047,0.00001317705,0.9994585,0.000004556908,0.0000166531,0.00003884617,0.00006257385,0.00001184589,0.00005765651,0.000003220109,0.00006693288,0.0002527001],"study_design_scores_gemma":[0.000002392257,0.0000183699,0.9995639,0.000006434062,0.00001010316,0.0000882977,0.0001433968,0.00007214564,0.0000141131,0.000003241843,0.00007597147,0.000001668406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984585,0.0002766772,0.00004425518,0.00008147702,0.000003428038,0.00001331944,0.0007423019,0.000005808134,0.0003742231],"genre_scores_gemma":[0.9990171,0.0002112685,0.00006171798,0.00003316949,0.000006777292,0.000009817082,0.0004784829,0.000001866706,0.0001796508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6639997,"threshold_uncertainty_score":0.6680893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007729425858604305,"score_gpt":0.2530226416039124,"score_spread":0.245293215745308,"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."}}