{"id":"W36109379","doi":"10.1155/2012/937184","title":"Patients Undergoing Colorectal Cancer Screening Underestimate Their Cancer Risk and Delay Presentation for Screening","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Health Services","keywords":"Family history; Medicine; Colorectal cancer; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003251652,0.000161308,0.0003312018,0.0003175798,0.0002407262,0.00002995791,0.00006686809,0.0000928215,0.00004193085],"category_scores_gemma":[0.0001817945,0.0001432865,0.0001112992,0.00009636844,0.0001021762,0.0002473053,0.00001539863,0.0002927396,2.720535e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319633,"about_ca_system_score_gemma":0.0002933302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00658453,"about_ca_topic_score_gemma":0.09113128,"domain_scores_codex":[0.9987264,0.00009685462,0.0003404495,0.0001496042,0.0001190694,0.0005676428],"domain_scores_gemma":[0.998434,0.000129891,0.000379391,0.00006587427,0.0002817069,0.0007091111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005780692,0.00001539975,0.9722207,0.00003162254,0.0002190469,0.000004763861,0.0004233453,0.0006416701,0.0000780599,0.000004056748,0.0004559962,0.02012467],"study_design_scores_gemma":[0.004435949,0.005839205,0.98446,0.0002391043,0.0003262682,0.0003153193,0.0002934584,0.002482728,0.0003764302,0.00002946215,0.00109939,0.0001027167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527773,0.001246544,0.04437551,0.0005049654,0.000684075,0.0002707513,0.0001050163,0.00001026208,0.00002556943],"genre_scores_gemma":[0.9953198,0.000129094,0.003603583,0.0003446572,0.0005104879,0.00003214845,0.00001442779,0.00002932345,0.00001645997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08454675,"threshold_uncertainty_score":0.9953884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02393216145847169,"score_gpt":0.2788418010624482,"score_spread":0.2549096396039765,"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."}}