{"id":"W2270693271","doi":"10.15171/ijhpm.2016.14","title":"Self-perceived Mental Health Status and Uptake of Fecal Occult Blood Test for Colorectal Cancer Screening in Canada: A Cross-Sectional Study","year":2016,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Fecal occult blood; Colorectal cancer; Cross-sectional study; Mental health; Odds ratio; Population; Logistic regression; Environmental health; Odds; Test (biology); Cancer; Cancer screening; Demography; Gerontology; Colonoscopy; Internal medicine; Psychiatry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006336331,0.000103261,0.000285995,0.0003187616,0.00008726277,0.00001755807,0.00006419167,0.00002200228,0.000007408419],"category_scores_gemma":[0.00008579197,0.00007788112,0.00004280962,0.00009594359,0.00003184668,0.00008985902,0.00005075904,0.00009510873,5.1861e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114977,"about_ca_system_score_gemma":0.001551453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3946622,"about_ca_topic_score_gemma":0.3474629,"domain_scores_codex":[0.9983627,0.00004692936,0.0007299012,0.0001629775,0.0004539287,0.0002435904],"domain_scores_gemma":[0.9990288,0.0001132938,0.000438164,0.00004016364,0.0002025156,0.0001770828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003227126,0.0003748659,0.930238,0.0001859752,0.000483297,0.00001637638,0.0008124881,0.00001942404,0.00007217134,0.0001255604,0.0002268792,0.06421785],"study_design_scores_gemma":[0.008036186,0.003387108,0.9843864,0.0002961148,0.00002046809,0.0001119062,0.000510732,0.0001281902,0.0000345451,0.00002246401,0.003006167,0.00005975896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906572,0.0005749778,0.0002320133,0.007395215,0.0003222331,0.000650755,0.0001249746,0.000006377868,0.0000362511],"genre_scores_gemma":[0.995976,0.001942625,0.0009334484,0.0008296132,0.0002313195,0.00003047068,0.000003597955,0.000008708994,0.00004416976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06415809,"threshold_uncertainty_score":0.6644442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313274913809677,"score_gpt":0.3812006409008484,"score_spread":0.3498731495198807,"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."}}