{"id":"W7133017719","doi":"","title":"Influence of Chronic Disease and Comorbidity on Colorectal Cancer Screening and Diagnostic Testing","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Cancer screening; Colorectal cancer; Cancer; Diabetes mellitus; Disease; Colorectal cancer screening; Diagnostic test; Chronic condition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005092411,0.0004991224,0.001602339,0.002196003,0.000973433,0.001460965,0.0009268364,0.0006976586,0.002161466],"category_scores_gemma":[0.02793863,0.0005065621,0.006988266,0.005157746,0.0005336259,0.0006103442,0.001000782,0.00102803,0.00008716172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006943706,"about_ca_system_score_gemma":0.01503134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5972463,"about_ca_topic_score_gemma":0.7024535,"domain_scores_codex":[0.9944733,0.001662064,0.0009725216,0.000721494,0.001649449,0.0005212451],"domain_scores_gemma":[0.9868785,0.006717137,0.002989824,0.0004088554,0.002283074,0.0007227276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001057462,0.00005873056,0.8847997,0.02404008,0.04202072,0.0001849835,0.0004223341,0.0008008414,0.0001839019,0.0005957788,0.002697316,0.04313812],"study_design_scores_gemma":[0.0001890384,0.0001791768,0.9328552,0.008630803,0.04861913,0.0003178712,0.000359276,0.0009805672,0.0001532375,0.0004545286,0.007209717,0.00005131268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2720922,0.7018731,0.001182172,0.005033061,0.0006468957,0.0003851072,0.01056235,0.00003861017,0.00818658],"genre_scores_gemma":[0.9082128,0.08750743,0.0009792513,0.0007030292,0.0001841346,0.0001158133,0.001714197,0.00001327622,0.0005700606],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5972463,"threshold_uncertainty_score":0.8102511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826776792960497,"score_gpt":0.3467707268265257,"score_spread":0.3185029588969207,"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."}}