{"id":"W2900384816","doi":"10.2196/10499","title":"Implantable Cardioverter Defibrillator mHealth App for Physician Referrals and eHealth Education: ICD-TEACH Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta; Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"McMaster University; Boston Scientific Corporation","keywords":"eHealth; mHealth; Implantable cardioverter-defibrillator; Medicine; Medical emergency; Internal medicine; Nursing; Health care; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001705179,0.0003827692,0.001148692,0.0002011101,0.002894859,0.00003005935,0.0002409008,0.0001950583,0.0000178903],"category_scores_gemma":[0.00005389323,0.0003574502,0.0001204137,0.0004309134,0.0001130721,0.0001947131,0.0001313461,0.0005634965,0.000392882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005155302,"about_ca_system_score_gemma":0.003112359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416421,"about_ca_topic_score_gemma":0.0006857348,"domain_scores_codex":[0.9952986,0.0007146164,0.001117943,0.0009637721,0.0003997104,0.001505375],"domain_scores_gemma":[0.9963117,0.0004176459,0.0004655033,0.001174803,0.0005996829,0.001030703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005675343,0.0005693188,0.02831114,0.001863523,0.0001103363,1.61353e-7,0.00223602,6.513301e-7,0.00006506171,0.004332209,0.9110772,0.05086683],"study_design_scores_gemma":[0.001997722,0.00240108,0.05374322,0.0001605535,0.00009746993,0.00001639486,0.003324293,0.00001237283,0.000006375624,0.0005354671,0.9374,0.0003049876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4326172,0.005399988,0.001544976,0.003151668,0.006791191,0.06880996,0.0008958729,0.001048246,0.4797409],"genre_scores_gemma":[0.9356865,0.0005430565,0.0008273838,0.01044871,0.008167207,0.04093855,0.0001388487,0.0001119883,0.003137724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5030693,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07736580226748373,"score_gpt":0.4555352401368981,"score_spread":0.3781694378694144,"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."}}