{"id":"W2896921433","doi":"10.1038/s41436-018-0342-8","title":"A framework to build capacity for a reflex-testing program for Lynch syndrome","year":2018,"lang":"en","type":"article","venue":"Genetics in Medicine","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Cancer Care Ontario; Public Health Ontario; University Health Network; Toronto General Hospital; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Government of Ontario; Cancer Care Ontario","keywords":"Stakeholder; Workload; Medicine; Test (biology); Process management; Consistency (knowledge bases); Nursing; Medical education; Family medicine; Computer science; Business; Public relations; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008358358,0.0002953595,0.0006492141,0.0002635363,0.0001064849,0.00001335917,0.0002674809,0.0002801761,0.00009511787],"category_scores_gemma":[0.005614874,0.0002533135,0.00007584973,0.00079715,0.0003733766,0.00001423782,0.00008453109,0.0002966269,0.00001396459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002434505,"about_ca_system_score_gemma":0.0001749365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000520637,"about_ca_topic_score_gemma":0.0001286242,"domain_scores_codex":[0.997545,0.00003198061,0.0005921078,0.0006476645,0.0004446159,0.0007386488],"domain_scores_gemma":[0.997523,0.0007241759,0.0001143469,0.0006318349,0.0006509382,0.0003557287],"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":[0.003362038,0.001072952,0.06858908,0.002851529,0.0003348393,0.00007839892,0.008017424,0.0001340696,0.08817106,0.001305872,0.02953871,0.796544],"study_design_scores_gemma":[0.01961812,0.1493005,0.2096696,0.01032205,0.001115042,0.001018393,0.001003098,0.01146954,0.05346764,0.06155907,0.4792989,0.002158025],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9509917,0.000499685,0.03663716,0.00353944,0.001483558,0.005740656,0.00002422191,0.0001365265,0.0009470853],"genre_scores_gemma":[0.5183699,0.00001132773,0.4774937,0.001658509,0.001129211,0.001153025,0.000009993008,0.00005130644,0.00012307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.794386,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1337976623206109,"score_gpt":0.4260900034571383,"score_spread":0.2922923411365275,"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."}}