{"id":"W2989243697","doi":"10.1016/j.cca.2019.10.017","title":"Utility of fecal immunochemical test vs guaiac fecal occult blood test for assessment of gastrointestinal bleed in hospitalized patients","year":2019,"lang":"en","type":"article","venue":"Clinica Chimica Acta","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"Health Sciences Centre Foundation","keywords":"Fecal occult blood; Feces; Bleed; Gastroenterology; Medicine; Internal medicine; Occult; Test (biology); Colonoscopy; Pathology; Surgery; Biology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004937576,0.0002235991,0.0008512017,0.0001047356,0.00003165057,0.00001095682,0.000196989,0.0001650126,0.0001222615],"category_scores_gemma":[0.003920229,0.0002015521,0.0003397511,0.000255173,0.0002061846,0.00006325485,0.0001192689,0.000446788,0.000002576302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005860867,"about_ca_system_score_gemma":0.0003314545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005796017,"about_ca_topic_score_gemma":0.00001523909,"domain_scores_codex":[0.9976976,0.00005456627,0.001090597,0.0004874869,0.0003456361,0.0003241139],"domain_scores_gemma":[0.9967272,0.001775347,0.0004747536,0.0005247183,0.0003654753,0.000132489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004836301,0.0031947,0.8904327,0.0002373739,0.00004153298,9.179017e-7,0.00003242849,2.29606e-7,0.1007334,0.000002446708,0.0002127697,0.000275264],"study_design_scores_gemma":[0.01117668,0.01605497,0.9474853,0.0005849309,0.0001763601,0.00001609497,0.00002780248,0.002805351,0.02140305,0.00002262715,0.0000879011,0.0001589112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972557,0.000008706013,0.00002746016,0.0002277809,0.0001642174,0.001107502,0.0001418273,0.00004286978,0.001023906],"genre_scores_gemma":[0.9943613,0.000007217981,0.005246952,0.00005614314,0.00007079614,0.00004186647,0.0001278714,0.00002584261,0.00006196692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07933031,"threshold_uncertainty_score":0.8219058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286984331540923,"score_gpt":0.3283674174626386,"score_spread":0.3054975741472294,"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."}}