{"id":"W4362614789","doi":"10.1186/s12913-023-09304-y","title":"Optimizing communication strategies and designing a comprehensive program to facilitate cascade testing for familial hypercholesterolemia","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Ted Rogers Centre for Heart Research; Hospital for Sick Children","funders":"National Heart, Lung, and Blood Institute","keywords":"Health informatics; Stakeholder; Cascade; Thematic analysis; Health administration; Computer science; Process management; Medicine; Public health; Nursing; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02645194,0.0007176512,0.0003421442,0.001284952,0.003213457,0.002008288,0.001545485,0.001149803,0.004308891],"category_scores_gemma":[0.04344872,0.0004086621,0.0005850894,0.0007417716,0.001183175,0.002725785,0.004427762,0.001660687,0.0005459873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003656643,"about_ca_system_score_gemma":0.02004052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003598742,"about_ca_topic_score_gemma":0.006475983,"domain_scores_codex":[0.9801763,0.0155675,0.0006158635,0.0006768125,0.001450045,0.001513376],"domain_scores_gemma":[0.973377,0.01486573,0.002884844,0.001185606,0.003018111,0.004668626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005522409,0.006226127,0.05661638,0.003855874,0.0001326328,0.0009416165,0.1228424,0.002798331,0.008232906,0.005570432,0.01823738,0.7739938],"study_design_scores_gemma":[0.001652018,0.01643407,0.2486489,0.01558486,0.0010873,0.00272758,0.4329696,0.02653644,0.03033499,0.0309038,0.1924417,0.000678846],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8461318,0.0009631436,0.08765058,0.03061741,0.0002620925,0.01112908,0.0002208168,0.001041804,0.02198335],"genre_scores_gemma":[0.7325341,0.001092088,0.2542822,0.00194053,0.00006082402,0.007428159,0.0001600699,0.00006070465,0.002441157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02645194,"threshold_uncertainty_score":0.1398929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2454642419255383,"score_gpt":0.4494284441384743,"score_spread":0.203964202212936,"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."}}