{"id":"W4308955968","doi":"10.1002/da.23299","title":"Dynamics of daily positive and negative affect and relations to anxiety and depression symptoms in a transdiagnostic clinical sample","year":2022,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"Mental Health Research Topics","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Anxiety; Depression (economics); Affect (linguistics); Clinical psychology; Psychology; Sample (material); Dynamics (music); Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009786955,0.0003363098,0.0004829751,0.0006304742,0.0006680965,0.0008649984,0.0003912687,0.0004072861,0.0008577859],"category_scores_gemma":[0.003361454,0.0002914095,0.0003525038,0.0005958768,0.0005031363,0.0004761333,0.0009672407,0.000722333,0.0001858758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005042408,"about_ca_system_score_gemma":0.0002930838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005109752,"about_ca_topic_score_gemma":0.01037358,"domain_scores_codex":[0.9994023,0.0002567216,0.00006322868,0.0001061196,0.0001017496,0.00006987905],"domain_scores_gemma":[0.9988372,0.0002376199,0.00039851,0.0001128651,0.0001381863,0.0002755671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001149243,0.0001811246,0.9936416,0.00001393652,0.00006136604,0.000124233,0.001974109,0.00005706351,0.0004357252,0.00002894312,0.0001092355,0.003257759],"study_design_scores_gemma":[0.00001071052,0.0001630651,0.9966696,0.000005539188,0.0000210072,0.0004322107,0.002135862,0.0003470669,0.00005778868,0.0000532515,0.00009879056,0.000005222304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997842,0.00003506142,0.00005774965,0.00001862153,0.000001776584,0.000006912866,0.00002417837,7.92937e-7,0.00007081164],"genre_scores_gemma":[0.9995826,0.00004274706,0.0001326636,0.00002161771,0.00000242244,0.00002045885,0.0001214224,9.746324e-7,0.00007515039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005109752,"threshold_uncertainty_score":0.01016003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03037532537854645,"score_gpt":0.4012778556615134,"score_spread":0.370902530282967,"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."}}