{"id":"W3180165124","doi":"10.2196/30674","title":"Analysis of Apps With a Medication List Functionality for Older Adults With Heart Failure Using the Mobile App Rating Scale and the IMS Institute for Healthcare Informatics Functionality Score: Evaluation Study","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Interreg; European Commission; World Health Organization","keywords":"Mobile apps; mHealth; Scale (ratio); Rating scale; Medicine; Health informatics; Informatics; Health care; Computer science; World Wide Web; Psychology; Nursing; Psychological intervention; Engineering; Public health","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":[0.01686713,0.001004442,0.004164069,0.007166818,0.0005377313,0.002433635,0.001063601,0.0008876032,0.001792057],"category_scores_gemma":[0.07256871,0.0004923062,0.009894023,0.005739711,0.0005547527,0.002280033,0.001568383,0.001012429,0.0003171083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002134548,"about_ca_system_score_gemma":0.006376192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004493027,"about_ca_topic_score_gemma":0.01056497,"domain_scores_codex":[0.9812676,0.005342225,0.006360766,0.000842313,0.005774419,0.0004127448],"domain_scores_gemma":[0.9330836,0.03478574,0.01480287,0.0008482244,0.01550948,0.0009701246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006249791,0.0009713179,0.09383217,0.427796,0.02523437,0.00073254,0.004741172,0.000535389,0.001067441,0.0005440132,0.005323386,0.4329724],"study_design_scores_gemma":[0.004787231,0.01862537,0.4367512,0.3336754,0.1533844,0.002901201,0.005585464,0.002917389,0.002214031,0.0005747438,0.03803271,0.0005507434],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.351528,0.6148474,0.002480688,0.001314955,0.0003944312,0.01580215,0.007484629,0.0001588801,0.005988854],"genre_scores_gemma":[0.7315053,0.234923,0.01213501,0.0009767243,0.0002309394,0.01517593,0.003975685,0.00005732884,0.001020122],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01686713,"threshold_uncertainty_score":0.089203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364899403814778,"score_gpt":0.4973971276463103,"score_spread":0.3609071872648326,"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."}}