{"id":"W4213254861","doi":"10.2196/34017","title":"German Mobile Apps for Patients With Psoriasis: Systematic Search and Evaluation","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psoriasis; German; mHealth; App store; Mobile apps; Mars Exploration Program; Medicine; Computer science; Rating scale; World Wide Web; Psychology; Dermatology; Psychiatry; Geography","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":[0.009075958,0.001459073,0.00473161,0.02097376,0.0008582805,0.001854292,0.001632545,0.001228482,0.007959343],"category_scores_gemma":[0.03685485,0.0008022537,0.003907155,0.01121172,0.0008209864,0.002549638,0.002898694,0.0007503726,0.0009845593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002702087,"about_ca_system_score_gemma":0.009468216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005016449,"about_ca_topic_score_gemma":0.01858288,"domain_scores_codex":[0.9893361,0.003403863,0.004737045,0.0005681462,0.001660527,0.0002941908],"domain_scores_gemma":[0.9619536,0.02497804,0.007398082,0.0007193384,0.004317959,0.0006329644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004996532,0.00003480816,0.002070649,0.9022492,0.002855241,0.0002317869,0.0009192427,0.00006297644,0.0004053016,0.000291416,0.005308338,0.08507139],"study_design_scores_gemma":[0.0006859864,0.0006529259,0.01351936,0.9066553,0.02735056,0.0009602414,0.001166764,0.0001531901,0.0003549526,0.0004324547,0.04798771,0.0000805591],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01734281,0.9484642,0.001572427,0.001756174,0.0002597579,0.008931123,0.01739118,0.0001823994,0.004099852],"genre_scores_gemma":[0.08988011,0.8744439,0.008805108,0.003134182,0.0002331661,0.01454092,0.007761145,0.00008606725,0.001115372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02097376,"threshold_uncertainty_score":0.04799879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07879005257643713,"score_gpt":0.4807565156992608,"score_spread":0.4019664631228236,"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."}}