{"id":"W3215663859","doi":"10.1161/circ.144.suppl_1.10731","title":"Abstract 10731: Evaluation of Patient Perspectives on the Use of Mobile Apps to Support Heart Failure Management","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakeridge Health; Sinai Health System; University of Alberta; Ontario Tech University","funders":"","keywords":"Medicine; Focus group; Patient education; Descriptive statistics; Qualitative research; Mobile technology; Early adopter; Medical emergency; Medical education; Mobile device; Family medicine; World Wide Web","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":[0.01270982,0.0004040446,0.000625869,0.0008491082,0.001270537,0.002022567,0.0005686193,0.0007518034,0.004790814],"category_scores_gemma":[0.03594692,0.0002849075,0.000825401,0.0007861692,0.0007912563,0.001323277,0.001911794,0.001015075,0.0006834024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183619,"about_ca_system_score_gemma":0.003082965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002389536,"about_ca_topic_score_gemma":0.003424518,"domain_scores_codex":[0.99201,0.005448541,0.0007267343,0.0002397041,0.00099625,0.0005788422],"domain_scores_gemma":[0.9731317,0.01716219,0.002700204,0.0005782286,0.00475506,0.001672626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.004427014,0.005615868,0.3420533,0.003737412,0.0002765245,0.001636949,0.3606778,0.0006037201,0.003786041,0.0008420015,0.008200509,0.2681428],"study_design_scores_gemma":[0.001488311,0.02237764,0.4981182,0.001860008,0.0005182046,0.001196558,0.4400448,0.003126836,0.005003634,0.0005337762,0.02545166,0.0002805009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937516,0.0001440372,0.0003078036,0.000340638,0.00002713373,0.001028758,0.0004042114,0.00001687238,0.003978924],"genre_scores_gemma":[0.9937644,0.0003476874,0.001955533,0.0002195698,0.00002164007,0.002215016,0.0003117586,0.00001015661,0.001154109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01270982,"threshold_uncertainty_score":0.06721669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265647619912367,"score_gpt":0.4282876897898905,"score_spread":0.3017229277986537,"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."}}