{"id":"W3002340447","doi":"10.1503/cmaj.190901","title":"The appropriate use of fecal immunochemical testing","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Feces; Fecal occult blood; Medicine; Occult; Colorectal cancer; Colorectal cancer screening; Hematologic tests; Gastroenterology; Internal medicine; Immunology; Pathology; Cancer; Colonoscopy; Biology; Microbiology; Environmental health; Alternative medicine; Population; Health services","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272925,0.0005329857,0.0006566985,0.001861425,0.000893802,0.001453656,0.0008949256,0.001637631,0.0174503],"category_scores_gemma":[0.008450808,0.0001862125,0.0005559765,0.0008118234,0.0005568232,0.001002929,0.0007494072,0.001544054,0.008571409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209713,"about_ca_system_score_gemma":0.003968759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02134326,"about_ca_topic_score_gemma":0.0322865,"domain_scores_codex":[0.9983435,0.0003999624,0.0001746193,0.0002084718,0.0006632662,0.0002101947],"domain_scores_gemma":[0.9981771,0.0003135464,0.0002353447,0.0001424794,0.0008294836,0.0003021149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004536499,0.0005233797,0.08529212,0.0007838644,0.00007162814,0.01054291,0.0003887755,0.0005248477,0.007296354,0.004835887,0.2220759,0.6672106],"study_design_scores_gemma":[0.0001797338,0.0008763568,0.1614578,0.008456275,0.0001668253,0.04379607,0.001969556,0.002395276,0.01164589,0.01286989,0.7559802,0.0002060974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.08497074,0.0654641,0.07484937,0.1367508,0.01003486,0.002615259,0.004925149,0.002502618,0.6178871],"genre_scores_gemma":[0.7024965,0.06097003,0.0785808,0.05877865,0.007941008,0.00120543,0.00514253,0.0006250701,0.08425993],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02134326,"threshold_uncertainty_score":0.05837709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903998511847924,"score_gpt":0.2429065956684519,"score_spread":0.2138666105499727,"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."}}