{"id":"W4312352936","doi":"10.2196/40921","title":"Menstrual Tracking Mobile App Review by Consumers and Health Care Providers: Quality Evaluations Study","year":2022,"lang":"en","type":"review","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":"Usability; mHealth; App store; Health care; Scale (ratio); Mobile apps; Quality (philosophy); Internet privacy; Rating scale; Psychology; Medicine; Medical education; Computer science; Nursing; World Wide Web; 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":[0.05223872,0.0005261063,0.00229381,0.006681591,0.001064384,0.002694194,0.001095613,0.001020762,0.001850503],"category_scores_gemma":[0.1800336,0.00060462,0.003007013,0.005064852,0.0007273296,0.002577521,0.00186951,0.0008280066,0.0003690795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002901663,"about_ca_system_score_gemma":0.006349698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003272029,"about_ca_topic_score_gemma":0.006084765,"domain_scores_codex":[0.9469172,0.02442538,0.0123444,0.002583894,0.0129786,0.00075052],"domain_scores_gemma":[0.7866758,0.09275163,0.05821322,0.005852623,0.05316706,0.003339645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.007205521,0.003003714,0.4650995,0.0655982,0.00682298,0.0006631425,0.01860171,0.0002563916,0.001655624,0.0005770858,0.01574309,0.4147731],"study_design_scores_gemma":[0.002995895,0.01396273,0.8558149,0.03788806,0.01861756,0.002314799,0.01333058,0.002641882,0.002658821,0.0003768048,0.04897873,0.0004193124],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8683802,0.0923257,0.003257478,0.002879529,0.000422626,0.01927947,0.005904666,0.0002270986,0.007323137],"genre_scores_gemma":[0.9376714,0.03026628,0.00981269,0.001556917,0.0003259091,0.01712162,0.002213994,0.00006628324,0.0009648773],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05223872,"threshold_uncertainty_score":0.2762681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3284798134514541,"score_gpt":0.6179190327979506,"score_spread":0.2894392193464965,"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."}}