{"id":"W4304196364","doi":"10.14309/ajg.0000000000002059","title":"A Canadian Provincial Screening Program for Lynch Syndrome","year":2022,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; Lynch syndrome; Odds ratio; Referral; Confidence interval; Genetic testing; Internal medicine; Logistic regression; Medical genetics; Colorectal cancer; Cancer; DNA mismatch repair; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001179727,0.0002675356,0.0001888459,0.001331576,0.003322846,0.0007474163,0.001159515,0.0004165858,0.006331801],"category_scores_gemma":[0.00378247,0.0002502583,0.0003766493,0.001918503,0.0005652205,0.0002088391,0.001206387,0.0006022488,0.0005888843],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03825912,"about_ca_system_score_gemma":0.1538238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921244,"about_ca_topic_score_gemma":0.995177,"domain_scores_codex":[0.9987237,0.0001331908,0.00004017935,0.0001373846,0.0005162997,0.0004492698],"domain_scores_gemma":[0.9952188,0.000206617,0.0003725305,0.0001264391,0.002116013,0.00195953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000216791,0.0002781573,0.7093296,0.0004837684,0.00008035686,0.001291406,0.001639434,0.001080842,0.002435167,0.003136648,0.1454435,0.1345842],"study_design_scores_gemma":[0.0001747034,0.0002160018,0.8680186,0.0004549204,0.00009265562,0.0009980617,0.002212439,0.002065322,0.0005862338,0.0004232006,0.1247029,0.00005513179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7802728,0.008227878,0.004904413,0.05378048,0.001051417,0.002415075,0.02558712,0.001269416,0.1224914],"genre_scores_gemma":[0.9432761,0.003677408,0.0103904,0.008931528,0.0001379292,0.000397532,0.00678912,0.00005863394,0.0263413],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9617409,"threshold_uncertainty_score":0.2775906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152560022519432,"score_gpt":0.2743165711200967,"score_spread":0.2627909708949023,"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."}}