{"id":"W4409076473","doi":"10.1016/j.sleep.2025.106489","title":"Are trajectories of insomnia symptoms associated with clinically significant depressive symptoms or vice versa? Evidence from a 5-year longitudinal study","year":2025,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Institut Universitaire en Santé Mentale de Québec","funders":"Canadian Institutes of Health Research","keywords":"Versa; Insomnia; Depressive symptoms; Longitudinal study; Medicine; Psychology; Clinical psychology; Psychiatry; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005539422,0.0003688471,0.0009270087,0.0002533813,0.0001262756,0.00001404954,0.0005375412,0.0003289437,0.001339361],"category_scores_gemma":[0.002199668,0.0002325047,0.00009347057,0.001184596,0.0006322736,0.000101496,0.0000830146,0.0005927071,0.00003638751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008517951,"about_ca_system_score_gemma":0.0001231999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447076,"about_ca_topic_score_gemma":0.0006404826,"domain_scores_codex":[0.9967311,0.0004705597,0.0009387715,0.0007977635,0.0006196261,0.0004421673],"domain_scores_gemma":[0.9951501,0.002774169,0.000791829,0.0007386209,0.0003884934,0.0001567304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005068975,0.001726179,0.975741,0.00002161169,0.00673028,0.0003129854,0.007061534,0.00003358023,0.0000665084,0.00007293543,0.001390936,0.001773433],"study_design_scores_gemma":[0.01400851,0.004190813,0.9576019,0.002170718,0.003026417,0.000001515744,0.01853253,0.00003538126,0.00002947327,0.00007794434,0.0000470876,0.0002776869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929526,0.001513798,0.000404525,0.0006296439,0.001497169,0.0009738461,0.0000332735,0.000136886,0.001858219],"genre_scores_gemma":[0.9987086,0.00006645726,0.00002324147,0.0003224614,0.0001400251,0.00009732188,0.00002555141,0.00003496508,0.0005813477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01813912,"threshold_uncertainty_score":0.9995735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03630941264267486,"score_gpt":0.3461831562993208,"score_spread":0.309873743656646,"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."}}