{"id":"W4378175474","doi":"10.1037/emo0001245","title":"Patterns of emotion-network dynamics are orthogonal to mood disorder status: An experience sampling investigation.","year":2023,"lang":"en","type":"article","venue":"Emotion","topic":"Mental Health Research Topics","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Audio Recording Academy","funders":"Economic and Social Research Council; Medical Research Council; National Institute for Health and Care Research; Bill and Melinda Gates Foundation","keywords":"PsycINFO; Experience sampling method; Psychology; Mood; Nomothetic and idiographic; Clinical psychology; Mood disorders; Cognitive psychology; Developmental psychology; Psychiatry; MEDLINE; Social psychology; Anxiety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00273234,0.0002207204,0.00023892,0.0006142313,0.0004482724,0.0007589456,0.0004583404,0.0002502409,0.002584132],"category_scores_gemma":[0.0123465,0.0001791149,0.0002484794,0.0007987056,0.000389271,0.0005962839,0.00131327,0.0004142365,0.0007970398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002807329,"about_ca_system_score_gemma":0.0002853941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001789711,"about_ca_topic_score_gemma":0.003192198,"domain_scores_codex":[0.9982836,0.001001119,0.0001376577,0.0002152366,0.0002362697,0.0001261381],"domain_scores_gemma":[0.9958593,0.001918611,0.0009804273,0.0006922548,0.0003625508,0.0001867636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004181633,0.0003150833,0.9525176,0.0001070526,0.00009311181,0.0001842942,0.009490786,0.0001878643,0.001098786,0.0003312122,0.00190245,0.0333537],"study_design_scores_gemma":[0.00004638138,0.0004859399,0.9848781,0.00003713792,0.00004675977,0.0005866128,0.00791291,0.001425397,0.0005387794,0.0005744214,0.003452741,0.00001492063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959453,0.0001243504,0.001782438,0.00003039182,0.000004653125,0.000198805,0.001143818,0.000008782292,0.0007614832],"genre_scores_gemma":[0.9965796,0.00005427074,0.001283874,0.00004641053,0.00000778001,0.0003358005,0.001201466,0.000005476802,0.0004854083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00273234,"threshold_uncertainty_score":0.01445013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078694839004249,"score_gpt":0.4265510828419871,"score_spread":0.3186815989415622,"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."}}