{"id":"W2171344145","doi":"10.1007/s12687-013-0148-y","title":"How do researchers manage genetic results in practice? The experience of the multinational Colon Cancer Family Registry","year":2013,"lang":"en","type":"article","venue":"Journal of Community Genetics","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"National Cancer Institute; University of California, Irvine; National Institutes of Health","keywords":"MUTYH; Multinational corporation; Medicine; Genetic testing; Public health; Genetic counseling; Family medicine; Medical education; Nursing; Business; Genetics; Mutation","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001258175,0.0001346152,0.0002544066,0.0001097593,0.0001679009,0.00007100383,0.001014974,0.0001152832,0.00001971192],"category_scores_gemma":[0.003233288,0.00008072844,0.0001107336,0.0004540932,0.000570584,0.00009919659,0.0003158083,0.001532097,0.000001094513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002778954,"about_ca_system_score_gemma":0.000459452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009471123,"about_ca_topic_score_gemma":0.000412547,"domain_scores_codex":[0.9969912,0.001091668,0.0005863339,0.00008266021,0.001010855,0.0002373547],"domain_scores_gemma":[0.9958549,0.001170883,0.0007745165,0.000872666,0.001223861,0.0001032328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005178702,0.002996136,0.2591795,0.0006301304,0.0009102766,0.0001060774,0.1478993,0.01600924,0.3471439,0.00009792764,0.04853778,0.1713111],"study_design_scores_gemma":[0.001863947,0.0005949002,0.9461938,0.000272762,0.0000788282,0.0001222843,0.02859016,0.0003664496,0.008431011,0.0003051502,0.01307758,0.0001030861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777404,0.003241862,0.00002797415,0.0163661,0.0003009035,0.0004946204,0.000008370933,0.000002712711,0.001817057],"genre_scores_gemma":[0.9933462,0.001923255,0.003510984,0.0006644791,0.00009422918,0.00002699804,7.283683e-7,0.0000171398,0.0004160224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6870144,"threshold_uncertainty_score":0.6656286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09013691961510878,"score_gpt":0.3803433559643047,"score_spread":0.2902064363491959,"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."}}