{"id":"W4225246996","doi":"10.1136/bmjopen-2022-060899","title":"Genetics Adviser: a protocol for a mixed-methods randomised controlled trial evaluating a digital platform for genetics service delivery","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Public Health Ontario; Workplace Safety & Insurance Board; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Princess Margaret Cancer Centre; Sinai Health System; Centre for Disability Prevention and Rehabilitation; Hospital for Sick Children; St. Michael's Hospital; Sunnybrook Health Science Centre; Health Sciences Centre; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto; St. Michael's Hospital Foundation; McLaughlin Centre, University of Toronto","keywords":"Genetic counseling; Medicine; Genetic testing; Test (biology); Medical genetics; Family medicine; Nursing; Genetics; Internal medicine","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":[0.06073181,0.007201997,0.01154337,0.003882944,0.003470831,0.005242337,0.004514608,0.009435879,0.09961487],"category_scores_gemma":[0.06315281,0.003421849,0.005610978,0.004442846,0.004742901,0.004842895,0.002662031,0.008823619,0.01201143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006297703,"about_ca_system_score_gemma":0.01461146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359221,"about_ca_topic_score_gemma":0.003499456,"domain_scores_codex":[0.9443161,0.03986594,0.0052586,0.003205247,0.003961947,0.003392076],"domain_scores_gemma":[0.9697785,0.01640131,0.004158844,0.003971473,0.003732629,0.00195734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8558807,0.0214926,0.0008562876,0.03843512,0.002968144,0.0003997029,0.001384733,0.002947229,0.0018171,0.009148694,0.01959457,0.04507503],"study_design_scores_gemma":[0.9419098,0.02686014,0.001221251,0.004023276,0.0008541377,0.00003950204,0.000330703,0.002166744,0.000714059,0.003631586,0.0181496,0.00009926722],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00129114,0.0001156387,0.001024324,0.00009504795,0.0002270244,0.996402,0.0003909369,0.00007049172,0.0003833126],"genre_scores_gemma":[0.0007734493,0.00003169811,0.001071951,0.00004503926,0.00001143695,0.9978942,0.00001959334,0.000002714674,0.0001500059],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09961487,"threshold_uncertainty_score":0.3332449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040375079103352,"score_gpt":0.4840543129007939,"score_spread":0.3800168049904587,"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."}}