{"id":"W2969241380","doi":"10.2196/12820","title":"Mindful Eating Mobile Health Apps: Review and Appraisal","year":2019,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mobile apps; Psychology; Medicine; Gerontology; Psychotherapist; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004736617,0.0001541073,0.0004306547,0.00006279623,0.0002096722,0.00001759671,0.0001273777,0.00004603869,0.01726209],"category_scores_gemma":[0.00000275776,0.0001363337,0.00009387487,0.0001455178,0.00003143667,0.00006072803,0.00007364782,0.0002056187,0.0008997148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009272782,"about_ca_system_score_gemma":0.00007776021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000397463,"about_ca_topic_score_gemma":0.00003629985,"domain_scores_codex":[0.9982492,0.0002518919,0.0005421523,0.0003831826,0.000156882,0.0004167344],"domain_scores_gemma":[0.9990584,0.00004696754,0.0002891005,0.0003312733,0.00001483056,0.0002594291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003825887,0.0007146036,0.004157911,0.004074603,0.00004398176,0.000001506008,0.002405999,1.884595e-7,0.000003076387,0.02809692,0.4844512,0.4760118],"study_design_scores_gemma":[0.001732646,0.003139681,0.01863123,0.005534296,0.00001073092,0.0001308293,0.007298044,0.00003325252,0.00001176819,0.0002250827,0.9628947,0.0003577763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.664969,0.2224167,0.001413479,0.02808227,0.007838591,0.01821748,0.0006542793,0.000438327,0.05596988],"genre_scores_gemma":[0.9656381,0.00036414,0.0001901602,0.008891029,0.0001329064,0.0111607,0.0001227171,0.0000369653,0.01346327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4784435,"threshold_uncertainty_score":0.9998782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02583666751212121,"score_gpt":0.4241585598528682,"score_spread":0.3983218923407469,"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."}}