{"id":"W2610507653","doi":"10.1371/journal.pone.0172864","title":"Harms, benefits and costs of fecal immunochemical testing versus guaiac fecal occult blood testing for colorectal cancer screening","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; St. Michael's Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Cancer Care Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; National Institutes of Health; Ontario Ministry of Health and Long-Term Care; National Cancer Institute; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Colonoscopy; Fecal occult blood; Colorectal cancer screening; Colorectal cancer; Cohort; Cost effectiveness; Feces; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000241272,0.0001950551,0.0004652551,0.0000665499,0.0004289905,0.00006348449,0.0001287266,0.0001536813,0.000009185535],"category_scores_gemma":[0.005084972,0.0001942898,0.00007072333,0.0001232232,0.0001626687,0.0001260501,0.0001435727,0.0002925931,9.460476e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008896457,"about_ca_system_score_gemma":0.0001058579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167725,"about_ca_topic_score_gemma":0.0001415837,"domain_scores_codex":[0.9986206,0.00001777516,0.0002966997,0.0003793292,0.0003444074,0.0003411303],"domain_scores_gemma":[0.9980795,0.0007345488,0.0002772324,0.0002489971,0.0004981072,0.000161594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009938745,0.0004697283,0.2124909,0.0002752552,0.000577463,0.000008251181,0.00009489734,0.00000965772,0.6801595,0.00001281559,0.00002202908,0.09594075],"study_design_scores_gemma":[0.01040136,0.007280085,0.1832829,0.003698692,0.001564894,0.00004572062,0.00007376074,0.01347252,0.7798097,0.000008353601,0.000008205155,0.000353836],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970683,0.001183794,0.0000560053,0.0001815419,0.0001118261,0.0005591519,0.00006674566,0.0001059349,0.0006667388],"genre_scores_gemma":[0.9746178,0.00002753189,0.02465372,0.00002414845,0.0004651201,0.0001331167,0.00001652522,0.00003508294,0.00002696398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09965018,"threshold_uncertainty_score":0.7922906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396601571346942,"score_gpt":0.3121059208957906,"score_spread":0.1724457637610964,"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."}}