{"id":"W4243232808","doi":"10.2196/preprints.10499","title":"Implantable Cardioverter Defibrillator mHealth App for Physician Referrals and eHealth Education: ICD-TEACH Pilot Study (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"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":"","keywords":"mHealth; eHealth; Usability; Referral; Medicine; Telemedicine; Digital health; Implantable cardioverter-defibrillator; Health care; Medical emergency; Smartphone app; Family medicine; Medical education; Psychological intervention; Nursing; Internet privacy; Computer science","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":[0.006805997,0.0006699698,0.0006913923,0.0006408161,0.001162923,0.001318848,0.0009208719,0.001413653,0.007798912],"category_scores_gemma":[0.01017486,0.0007212751,0.0009705204,0.0003348843,0.0006528962,0.001697523,0.0009837473,0.001695748,0.001996053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009911932,"about_ca_system_score_gemma":0.004131807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003848107,"about_ca_topic_score_gemma":0.008224437,"domain_scores_codex":[0.9980971,0.0007412301,0.0001967714,0.0001883744,0.0003178501,0.0004587175],"domain_scores_gemma":[0.9908784,0.00430203,0.0005610539,0.0006052856,0.001894849,0.001758462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01478918,0.7355059,0.068808,0.002177616,0.0002442652,0.001250709,0.02523982,0.0006433771,0.009122784,0.0004226941,0.01090879,0.1308869],"study_design_scores_gemma":[0.02903082,0.7038817,0.2183308,0.0004314097,0.0005311016,0.0005242639,0.0204851,0.002087604,0.00765799,0.0003823897,0.01648119,0.0001756804],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917976,0.00003913202,0.0004196924,0.0002864594,0.00006302059,0.005895762,0.0004112688,0.00005649394,0.00103068],"genre_scores_gemma":[0.9581499,0.0003928796,0.007647454,0.001894722,0.0002131794,0.02531587,0.00118559,0.0000373924,0.005163066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007798912,"threshold_uncertainty_score":0.03599399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1008794579514551,"score_gpt":0.4568873029224922,"score_spread":0.3560078449710371,"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."}}