{"id":"W6925102727","doi":"10.17632/9cfcs73jm6.1","title":"Investigating the Association between Season of Birth and Symptoms of Depression and Anxiety in Adults","year":2025,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Season of birth; Anxiety; Depression (economics); Mental health; Association (psychology); Young adult","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":[],"consensus_categories":[],"category_scores_codex":[0.001083283,0.00009199361,0.000256801,0.0000482247,0.0002471423,0.00001880752,0.0004022574,0.0001460605,0.00000391626],"category_scores_gemma":[0.001395611,0.00006901132,0.00001339832,0.0002397358,0.000340859,0.0001218829,0.0007126288,0.0001764235,1.410775e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004893987,"about_ca_system_score_gemma":0.0002186996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03615239,"about_ca_topic_score_gemma":0.02180552,"domain_scores_codex":[0.9987963,0.0001998976,0.0002469043,0.0002473636,0.0003760239,0.0001334533],"domain_scores_gemma":[0.9989144,0.0004344187,0.0003032112,0.0002515765,0.0000648411,0.00003152308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006596254,0.0000176182,0.5605403,0.0001661466,0.00009023753,2.011905e-7,0.0006229863,4.419858e-7,0.000001542935,0.0007321396,0.4233526,0.0144692],"study_design_scores_gemma":[0.0003866394,0.00002749889,0.1415306,0.001377316,0.0001668963,9.346e-8,0.001305514,0.00001580991,0.000007069563,0.001681364,0.8533416,0.0001595913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01997237,0.001758338,0.000001363992,0.0003641398,0.00007449916,0.0002133667,0.9771331,0.000005037297,0.0004778095],"genre_scores_gemma":[0.1948295,0.007440253,0.00004373162,0.00007146427,0.0002021864,0.00001192209,0.7973701,0.000002420934,0.00002840705],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.429989,"threshold_uncertainty_score":0.996044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276026919137196,"score_gpt":0.3041274924178348,"score_spread":0.2765248005041152,"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."}}