{"id":"W4391886417","doi":"10.1093/jcag/gwad061.151","title":"A151 THRESHOLD TRANSFERABILITY STUDY FOR 3 QUANTITATIVE FITS IN AN ACTIVE COLORECTAL CANCER SCREENING PROGRAM (CRCSP)","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Fleurimont; Université de Sherbrooke","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Transferability; Colorectal cancer; Colorectal cancer screening; Cancer; Medicine; Oncology; Statistics; Internal medicine; Mathematics; Colonoscopy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006922308,0.0003687826,0.0004029321,0.001015145,0.0003618099,0.0008479833,0.0007088546,0.0004940727,0.002229622],"category_scores_gemma":[0.02075942,0.0002089219,0.0008319755,0.0007074364,0.0004388181,0.0005933489,0.0005817162,0.0004240327,0.0002448488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002271207,"about_ca_system_score_gemma":0.0007827836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03671602,"about_ca_topic_score_gemma":0.01568767,"domain_scores_codex":[0.9946595,0.002225001,0.0002865882,0.0009659347,0.00144883,0.0004141691],"domain_scores_gemma":[0.9855885,0.008369109,0.002565505,0.0007631588,0.002122891,0.000590884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003569715,0.0002713046,0.9782088,0.00005809069,0.0002318446,0.0001621635,0.0003304128,0.001702338,0.00406394,0.0001237033,0.0001481089,0.01112967],"study_design_scores_gemma":[0.00002792328,0.003079098,0.9858511,0.000007456977,0.00009898764,0.0002113415,0.0002645399,0.00796917,0.002168064,0.00008264018,0.0002269706,0.0000127348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977641,0.00007956794,0.001195793,0.00002523945,0.00000302398,0.00005371564,0.0002275115,0.00001611866,0.0006350656],"genre_scores_gemma":[0.9994005,0.000006308499,0.0002937572,0.00001010222,0.00000149029,0.00001210361,0.0001423731,0.000003339977,0.0001299541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03671602,"threshold_uncertainty_score":0.0730046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340809049902599,"score_gpt":0.3403400499033896,"score_spread":0.3069319594043636,"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."}}