{"id":"W2794928300","doi":"10.1097/jcn.0000000000000477","title":"User-centered Development of a Decision Aid for Patients Facing Implantable Cardioverter-Defibrillator Replacement","year":2018,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Nursing","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Registered Nurses' Association of Ontario; Health Canada; Saint Paul University; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Usability; Implantable cardioverter-defibrillator; Medical emergency; Defibrillation; Intervention (counseling); Process (computing); Nursing; Computer science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002498295,0.000204528,0.000914936,0.0001986204,0.001240271,0.00001196159,0.0005365396,0.000134333,0.00000547888],"category_scores_gemma":[0.0004935519,0.0001484836,0.0006042323,0.0002217688,0.0001050358,0.00023265,0.0001600942,0.0003639668,0.00001241864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008432778,"about_ca_system_score_gemma":0.0005968654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004555943,"about_ca_topic_score_gemma":0.000009366895,"domain_scores_codex":[0.9954063,0.001106269,0.001742461,0.0001868274,0.001045198,0.0005129628],"domain_scores_gemma":[0.9948986,0.0007262552,0.001195127,0.001142065,0.001881788,0.0001561835],"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":[0.01986338,0.0007470525,0.06032339,0.00222672,0.01231529,0.000001181417,0.2253571,0.001919197,0.001560039,0.0001811836,0.07560429,0.5999011],"study_design_scores_gemma":[0.01468976,0.001572301,0.007472485,0.01112885,0.001503254,0.0001162237,0.02380527,0.000272088,0.005643276,0.0005440248,0.9327216,0.0005308262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899803,0.01082773,0.07995836,0.00008170235,0.004010884,0.002212659,0.00003700766,0.00002858533,0.003040015],"genre_scores_gemma":[0.9721379,0.0002136801,0.02711806,0.0000813993,0.0003554322,0.00002028526,0.000009114955,0.00004374118,0.00002033977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8571174,"threshold_uncertainty_score":0.9539286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120756858498455,"score_gpt":0.3865756798425338,"score_spread":0.2744999939926883,"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."}}