{"id":"W2159685120","doi":"","title":"Fecal occult blood testing: people in Ontario are unaware of it and not ready for it.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Fecal occult blood; Medicine; Occult; Feces; Gerontology; Demography; Family medicine; Alternative medicine; Internal medicine; Colonoscopy; Pathology; Cancer; Colorectal cancer; Biology","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":[0.0001794175,0.00007826194,0.000217654,0.00007420112,0.00002704637,0.000008360171,0.00002794195,0.00006642495,0.000003358352],"category_scores_gemma":[0.0005109023,0.00007137145,0.00003095051,0.000153794,0.00001371661,0.00003611193,0.00001045414,0.0001264146,2.818018e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008463451,"about_ca_system_score_gemma":0.00005651461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01083178,"about_ca_topic_score_gemma":0.171058,"domain_scores_codex":[0.9993361,0.000009580083,0.0001703004,0.0001767885,0.0001147041,0.0001925867],"domain_scores_gemma":[0.9995608,0.0000975531,0.00006991473,0.0001013308,0.00008609051,0.00008430838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00544058,0.0003166743,0.8522208,0.0001295678,0.00004258418,0.00002144532,0.001609243,0.00001740288,0.0004837462,0.00001956404,0.001954142,0.1377442],"study_design_scores_gemma":[0.002034699,0.0009384813,0.9934845,0.00004686136,0.00006758923,0.00003969284,0.0001468258,0.00008624749,0.002036143,0.00003439215,0.00101139,0.00007316227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99563,0.00006395679,0.00003260735,0.001476467,0.00005969902,0.0006404245,0.000006825949,0.00003171188,0.002058316],"genre_scores_gemma":[0.9982039,0.00000250905,0.0003714867,0.0004126698,0.00006176798,0.0001738675,0.000008972932,0.000005981888,0.0007588032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1602262,"threshold_uncertainty_score":0.9957552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08101575335466274,"score_gpt":0.2715439098759878,"score_spread":0.190528156521325,"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."}}