{"id":"W4414824673","doi":"10.1016/j.euroneuro.2025.08.255","title":"M59. EMPOWERING CLINICIANS TO INDEPENDENTLY IMPLEMENT GENETIC TESTING IN NEURODEVELOPMENTAL CARE: A QUALITY IMPROVEMENT INITIATIVE AT THE UNIVERSITY OF ALBERTA","year":2025,"lang":"en","type":"article","venue":"European Neuropsychopharmacology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Genetic testing; Genetic counseling; Autism; Intellectual disability; Autism spectrum disorder; Quality management; Test (biology); Personalized 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":[0.01069124,0.0006823663,0.0005440468,0.0009641796,0.006795799,0.00645286,0.003631676,0.008434118,0.0763656],"category_scores_gemma":[0.01798441,0.0007198255,0.0007879347,0.0009796385,0.002296163,0.001446748,0.005791858,0.00698868,0.01525579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02326194,"about_ca_system_score_gemma":0.1474057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4550402,"about_ca_topic_score_gemma":0.7046456,"domain_scores_codex":[0.9885311,0.001934657,0.0004320753,0.001193101,0.003518407,0.004390614],"domain_scores_gemma":[0.8682212,0.005766206,0.002301138,0.002219691,0.02252216,0.09896969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004973818,0.001179832,0.0287864,0.000194367,0.00004266852,0.001083476,0.001207817,0.0006203907,0.003076738,0.001779276,0.699917,0.2616147],"study_design_scores_gemma":[0.001164939,0.0009342172,0.1707147,0.0008538346,0.0001145134,0.0009195301,0.004886783,0.002689852,0.002906183,0.002402822,0.8122014,0.0002111509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05132854,0.003812005,0.008112566,0.7243697,0.01279202,0.002112121,0.002679841,0.004725693,0.1900675],"genre_scores_gemma":[0.2781343,0.00497684,0.04249305,0.2697079,0.005314064,0.001879673,0.003024056,0.001668238,0.3928019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5449598,"threshold_uncertainty_score":0.9047832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398975067192273,"score_gpt":0.3372162922882158,"score_spread":0.313226541616293,"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."}}