{"id":"W2917597833","doi":"10.2196/13375","title":"Quality Principles of App Description Texts and Their Significance in Deciding to Use Health Apps as Assessed by Medical Students: Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile apps; Quality (philosophy); Smartphone app; mHealth; App store; Internet privacy; Psychology; Computer science; Medicine; Medical education; World Wide Web; Nursing; Psychological intervention","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":[0.008777413,0.0002597497,0.0005578501,0.001842966,0.0005769193,0.002329104,0.000429088,0.0008722641,0.001846526],"category_scores_gemma":[0.03057509,0.0005202817,0.0006572076,0.001138124,0.001022994,0.001767404,0.001682414,0.001263039,0.0004694535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009706579,"about_ca_system_score_gemma":0.001316338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001363852,"about_ca_topic_score_gemma":0.001464501,"domain_scores_codex":[0.9949411,0.001821322,0.0008518995,0.0003920261,0.001409324,0.0005842854],"domain_scores_gemma":[0.9713827,0.01299841,0.009310263,0.0005129824,0.003528127,0.002267587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002130717,0.0008361593,0.9501653,0.0003429379,0.00007070725,0.0002039271,0.02930561,0.00009039274,0.000768261,0.0001148615,0.0005395603,0.01734908],"study_design_scores_gemma":[0.00004994774,0.002009924,0.9302511,0.0003257201,0.00008863557,0.0006448178,0.05995596,0.001145193,0.0006817245,0.0001598399,0.004602815,0.00008438199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992058,0.0001084613,0.0001530206,0.00011286,0.000004461623,0.00006059517,0.00004655831,0.000003581368,0.0003047345],"genre_scores_gemma":[0.9988675,0.0002323375,0.0004141677,0.0001156818,0.000008387407,0.00009036381,0.00006265923,0.000002935697,0.0002061235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008777413,"threshold_uncertainty_score":0.04641992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1856684927750452,"score_gpt":0.5228436434288918,"score_spread":0.3371751506538466,"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."}}