{"id":"W4387873390","doi":"10.1016/j.cgh.2023.10.005","title":"Province-Wide Ascertainment of Lynch Syndrome in Manitoba","year":2023,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"CancerCare Manitoba; Research Institute in Oncology and Hematology; University of Manitoba","funders":"CancerCare Manitoba Foundation","keywords":"Medicine; Retrospective cohort study; Lynch syndrome; Family history; Pediatrics; Internal medicine; Cancer","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":[0.0009868583,0.0004466282,0.0006124037,0.002568778,0.001415606,0.0009542256,0.001428201,0.0003957089,0.001673743],"category_scores_gemma":[0.00380041,0.000769558,0.0007362111,0.006514705,0.0006096131,0.0003564876,0.001609112,0.0005119308,0.0003500564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004521226,"about_ca_system_score_gemma":0.009624412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9283969,"about_ca_topic_score_gemma":0.9550362,"domain_scores_codex":[0.9989818,0.0003365807,0.00009267449,0.0002001561,0.0001589482,0.0002298018],"domain_scores_gemma":[0.9981199,0.0002597358,0.0004372982,0.0002444273,0.0006237975,0.0003148555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004589963,0.00001125466,0.996686,0.00004367736,0.0001512637,0.0001462595,0.0005820153,0.0001096204,0.0004865621,0.00006999706,0.000501823,0.001165411],"study_design_scores_gemma":[0.00000697614,0.00001133187,0.9985464,0.00003413364,0.00005903132,0.00008538909,0.000687864,0.0001263533,0.00004260158,0.00002051737,0.0003745397,0.000004872449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878164,0.001405912,0.0003454538,0.0002810015,0.00002268321,0.00006251481,0.007837604,0.00003412161,0.002194278],"genre_scores_gemma":[0.9972206,0.0006610642,0.0002461452,0.00008222343,0.000006268285,0.00003514938,0.001254788,0.00000760545,0.0004861114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07160312,"threshold_uncertainty_score":0.1440496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05162952393439411,"score_gpt":0.3351077888465926,"score_spread":0.2834782649121985,"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."}}