{"id":"W4399378033","doi":"10.2196/58352","title":"Reliability and Validity of Ecological Momentary Assessment Response Time–Based Measures of Emotional Clarity: Secondary Data Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Mental Health Research Topics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging","keywords":"CLARITY; Psychology; Affect (linguistics); Validity; Distress; Valence (chemistry); Emotional distress; Reliability (semiconductor); Anxiety; Social psychology; Developmental psychology; Clinical psychology; Psychometrics; Communication; Psychiatry","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":[0.03011724,0.0005927955,0.000883021,0.002879159,0.0007600398,0.001051563,0.0007966111,0.0005088574,0.001506714],"category_scores_gemma":[0.07055733,0.0004138405,0.001868815,0.002128481,0.0008047808,0.0007634606,0.001534928,0.0008119766,0.0006757498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000513288,"about_ca_system_score_gemma":0.0009166346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130055,"about_ca_topic_score_gemma":0.001249754,"domain_scores_codex":[0.9808549,0.01004652,0.003258619,0.00185716,0.003490163,0.0004925368],"domain_scores_gemma":[0.9174325,0.03879736,0.01209779,0.009241871,0.02127177,0.001158727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000725214,0.0005457751,0.9564728,0.0002489552,0.0004530172,0.00005369773,0.002849753,0.0006044574,0.001884454,0.0003190758,0.0009225791,0.03492031],"study_design_scores_gemma":[0.00006638112,0.0009731812,0.9933714,0.00006626461,0.0001077857,0.00007575541,0.000625056,0.001956126,0.001225251,0.0002310254,0.00127698,0.00002473668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731453,0.0001967142,0.01929727,0.00007557411,0.0000470624,0.002076781,0.002183693,0.00007313293,0.002904336],"genre_scores_gemma":[0.9780812,0.00008327427,0.01349186,0.00005695756,0.00003753458,0.005057472,0.002706857,0.00004217109,0.00044269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03011724,"threshold_uncertainty_score":0.1592771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1966400898677598,"score_gpt":0.5071774426555896,"score_spread":0.3105373527878298,"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."}}