{"id":"W4295765220","doi":"10.3390/data7090132","title":"Dataset of Psychological Scales and Physiological Signals Collected for Anxiety Assessment Using a Portable Device","year":2022,"lang":"en","type":"article","venue":"Data","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Anxiety; CLIPS; Beck Anxiety Inventory; Psychology; Audiology; Beck Depression Inventory; Medicine; Computer science; Artificial intelligence; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007939902,0.000244494,0.0004415019,0.0001794634,0.0004111993,0.00003641534,0.0008885844,0.0001102453,0.002763894],"category_scores_gemma":[0.0003061089,0.0002062888,0.00004922868,0.0009372968,0.0001879596,0.0002035503,0.001106735,0.0002443906,0.000007903603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004453012,"about_ca_system_score_gemma":0.00005077779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009895925,"about_ca_topic_score_gemma":0.000009561633,"domain_scores_codex":[0.9972966,0.0003574058,0.0004824892,0.001148772,0.0003115389,0.0004031966],"domain_scores_gemma":[0.9977576,0.0004859893,0.0003766238,0.001125088,0.0001414045,0.0001132689],"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":[0.001062495,0.005104059,0.09193675,0.0001127783,0.0005083519,0.00002218641,0.0001728414,0.00002604283,0.01071104,0.0003312596,0.8543072,0.03570503],"study_design_scores_gemma":[0.005714357,0.001861006,0.3537275,0.00003707761,0.0004438439,0.0001702472,0.002401592,0.00219143,0.0002189972,0.002049634,0.6303829,0.0008013654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7715508,0.004213237,0.009320599,0.0001419027,0.0007039012,0.001612951,0.2114241,0.00008678916,0.0009456689],"genre_scores_gemma":[0.928063,0.0009499685,0.01517489,0.0005800793,0.0001297269,0.0003537379,0.05458039,0.0000331264,0.000135027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2617908,"threshold_uncertainty_score":0.9981477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2868376409991922,"score_gpt":0.4839230568222767,"score_spread":0.1970854158230845,"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."}}