{"id":"W3014776973","doi":"10.1503/cmaj.74717","title":"Use of fecal immunochemical testing in patients presenting in primary care with lower GI symptoms","year":2020,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feces; Fecal occult blood; Primary care; Medicine; Occult; Value (mathematics); Gastroenterology; Pathology; Computer science; Internal medicine; Family medicine; Alternative medicine; Colonoscopy; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001697965,0.000271725,0.0005920164,0.0008439441,0.002160108,0.001118263,0.0009190535,0.01287714,0.004006297],"category_scores_gemma":[0.02153764,0.0003738268,0.0004811777,0.0009416034,0.001287174,0.001504604,0.0005668749,0.00973603,0.001577961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003354378,"about_ca_system_score_gemma":0.003041423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01735341,"about_ca_topic_score_gemma":0.03469841,"domain_scores_codex":[0.9978801,0.0008157094,0.0002828358,0.0002016634,0.0005107982,0.0003089002],"domain_scores_gemma":[0.9910848,0.004492413,0.0009981402,0.0001689065,0.001408154,0.00184762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001833924,0.0001401335,0.03225913,0.000180672,0.00002916279,0.01601192,0.0004748752,0.0001065997,0.0004644864,0.001034793,0.9292415,0.01987332],"study_design_scores_gemma":[0.0004742629,0.001332114,0.1357766,0.005828081,0.0002311342,0.1152028,0.005681337,0.003557956,0.001666642,0.0111227,0.7187317,0.0003946421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005212348,0.002099158,0.00008922039,0.9799197,0.007160164,0.00001211907,0.00008734956,0.00001956194,0.005400283],"genre_scores_gemma":[0.06153664,0.00271475,0.000452941,0.8992801,0.03274798,0.00002990257,0.0000905958,0.00002663535,0.00312061],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9826466,"threshold_uncertainty_score":0.03450483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136579307182087,"score_gpt":0.2093212403601724,"score_spread":0.1979554472883515,"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."}}