{"id":"W3203692713","doi":"10.2196/26072","title":"Real-World Experience of mHealth Implementation in Clinical Practice (the Box): Design and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cardio","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Health care; Usability; Myocardial infarction; Medical emergency; Emergency medicine; Nursing; Internal medicine; Psychological intervention; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0288297,0.0006889829,0.0008987636,0.001557931,0.0009384557,0.001923871,0.0007238891,0.001225704,0.001866132],"category_scores_gemma":[0.04550262,0.0006719438,0.001206337,0.0008159237,0.00209352,0.002169767,0.001992353,0.0008590148,0.0004170905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001436147,"about_ca_system_score_gemma":0.001443321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008100442,"about_ca_topic_score_gemma":0.001496036,"domain_scores_codex":[0.9842595,0.01188736,0.001164546,0.0009297897,0.001049927,0.0007089118],"domain_scores_gemma":[0.9457597,0.03913417,0.004015746,0.002715954,0.006153687,0.002220814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008521655,0.03045934,0.4121123,0.0070401,0.0007461474,0.002375217,0.2807835,0.003271722,0.01083446,0.001211636,0.006071243,0.2365727],"study_design_scores_gemma":[0.003483145,0.1264092,0.6458225,0.002790485,0.0008357945,0.002412037,0.1686614,0.01063236,0.007897512,0.00128437,0.02893273,0.0008384642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956625,0.00009972208,0.001641307,0.00007955869,0.00001870748,0.001804729,0.0001179818,0.00003262243,0.0005428969],"genre_scores_gemma":[0.9824414,0.0002182353,0.01018656,0.0001980575,0.0000365683,0.005919626,0.0002265474,0.00003317069,0.00073987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0288297,"threshold_uncertainty_score":0.1524679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1471926902556314,"score_gpt":0.5847206408127873,"score_spread":0.4375279505571559,"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."}}