{"id":"W4409196056","doi":"10.1016/j.hroo.2025.03.021","title":"ICD support groups: Are they still relevant now?","year":2025,"lang":"en","type":"article","venue":"Heart Rhythm O2","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"Medtronic","keywords":"Psychology","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":[0.006300375,0.0002793529,0.0005146411,0.0006393291,0.002329761,0.005393656,0.000945161,0.003346348,0.01197202],"category_scores_gemma":[0.01931109,0.0001879762,0.0005021211,0.0007990086,0.002740049,0.00650484,0.00178102,0.004641159,0.001513763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003083669,"about_ca_system_score_gemma":0.009828729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310016,"about_ca_topic_score_gemma":0.02871482,"domain_scores_codex":[0.9971284,0.001329805,0.0002044964,0.0001710646,0.0005827866,0.0005835184],"domain_scores_gemma":[0.9826717,0.007109104,0.001694385,0.0003523876,0.002909435,0.005262968],"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":[0.0002886577,0.0003771913,0.02153048,0.002723455,0.00003839776,0.0008035805,0.002653111,0.00007677594,0.0004313965,0.01564153,0.08030725,0.8751282],"study_design_scores_gemma":[0.0001581131,0.001206669,0.076703,0.02160096,0.0002225574,0.002517115,0.04404665,0.0002524892,0.00059111,0.0215328,0.8310171,0.000151345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02181574,0.270499,0.0008660536,0.6798648,0.006837641,0.00007950659,0.0001674264,0.00007207099,0.01979788],"genre_scores_gemma":[0.2761,0.5470182,0.005534841,0.1455538,0.01569141,0.0002317286,0.0004132089,0.00006359933,0.009393216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01310016,"threshold_uncertainty_score":0.04005039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008202065334355382,"score_gpt":0.2416807662494933,"score_spread":0.2334787009151379,"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."}}