{"id":"W2329486651","doi":"10.14789/jmj.59.267","title":"EVALUATION OF DEPRESSIVE STATE WITH PRE- FRONTAL ELECTROENCEPHALOGRAPHIC SPECTRA","year":2013,"lang":"en","type":"article","venue":"Juntendo Medical Journal","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Psychology; Depression (economics); Rating scale; Electroencephalography; Clinical psychology; Toronto Alexithymia Scale; Scale (ratio); Audiology; Psychiatry; Medicine; Developmental psychology; Cartography; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005730043,0.0004465877,0.0003684382,0.0008350353,0.0001694424,0.0003358382,0.0001813944,0.0002958643,0.001926027],"category_scores_gemma":[0.001279343,0.0001249676,0.0003489664,0.000343827,0.0001652193,0.0002970047,0.0002095681,0.0004918934,0.0002614472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901851,"about_ca_system_score_gemma":0.0002041395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506141,"about_ca_topic_score_gemma":0.003074855,"domain_scores_codex":[0.9998228,0.00004379246,0.00003809701,0.00002352651,0.00004348798,0.00002829871],"domain_scores_gemma":[0.999479,0.00007774942,0.00009765699,0.0000217472,0.0001947005,0.0001291193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005884024,0.0008744686,0.8230036,0.0004808732,0.0006235395,0.002604601,0.0007188735,0.0008273454,0.03914743,0.0002938898,0.002545343,0.122996],"study_design_scores_gemma":[0.00008437616,0.001316713,0.9921125,0.0000320477,0.00008752472,0.001491502,0.0002881145,0.0009145378,0.002835599,0.000107036,0.0007132019,0.00001695718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856794,0.001248101,0.002799252,0.0001850418,0.0000607637,0.0006924159,0.001334655,0.00007231755,0.007927969],"genre_scores_gemma":[0.9939813,0.0008204381,0.001954699,0.00007358797,0.00004204296,0.0002670549,0.0009152552,0.000009107632,0.001936408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001926027,"threshold_uncertainty_score":0.006443202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114254553266254,"score_gpt":0.2836035765868805,"score_spread":0.2724610310542179,"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."}}