{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00779603,0.0001218906,0.000461735,0.00006567361,0.0005264222,0.000007007061,0.0001376501,0.00009873095,0.0001017506],"category_scores_gemma":[0.0008792218,0.0001000525,0.00006018864,0.0006758001,0.0001074861,0.0001443488,0.000129122,0.0006779329,0.00001875089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194074,"about_ca_system_score_gemma":0.001939976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003907952,"about_ca_topic_score_gemma":0.004415807,"domain_scores_codex":[0.9914216,0.005521052,0.001751403,0.0004895289,0.0003351874,0.0004812633],"domain_scores_gemma":[0.9935998,0.004445361,0.000550288,0.0007695169,0.0003694172,0.0002656021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001910791,0.0005037638,0.9425406,0.0002791817,0.00001690267,0.000006710683,0.01201383,0.000008752831,0.00001455664,0.001873235,0.0034545,0.03909684],"study_design_scores_gemma":[0.001346722,0.0001668255,0.8905054,0.00003092477,0.00002802553,0.000002345443,0.04700712,0.00003562097,0.00001058263,0.0001757747,0.06061923,0.00007142136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756014,0.0003263334,0.001525879,0.004945666,0.0004917405,0.0135843,0.00001835058,0.00004745331,0.003458928],"genre_scores_gemma":[0.9776862,0.0009992563,0.003954682,0.001736804,0.0002075744,0.01524868,0.00001258312,0.00001551295,0.0001386559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05716473,"threshold_uncertainty_score":0.590768,"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."}}