{"id":"W3135460983","doi":"10.1177/0829573521997311","title":"Mental Health Associations with Academic Performance and Education Behaviors in Canadian Secondary School Students","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of School Psychology","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Brock University","funders":"","keywords":"Psychosocial; Mental health; Truancy; Psychology; Attendance; Anxiety; Clinical psychology; Academic achievement; Odds; Multilevel model; Association (psychology); Depression (economics); Logistic regression; Developmental psychology; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009011153,0.0001893532,0.0003494458,0.0008713044,0.000286415,0.00006307536,0.0002913491,0.0003280796,0.002420062],"category_scores_gemma":[0.0001260702,0.0001887965,0.00004899136,0.0005190423,0.0001201526,0.0002635218,0.000008760293,0.001693973,0.0001178306],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140768,"about_ca_system_score_gemma":0.007342668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1587849,"about_ca_topic_score_gemma":0.7068767,"domain_scores_codex":[0.9976498,0.0003706102,0.0006739642,0.0003627752,0.0001955266,0.0007472928],"domain_scores_gemma":[0.9966833,0.00003318901,0.0003675823,0.0002514017,0.0001690401,0.002495469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003397704,0.00006109727,0.9349559,0.000004763612,0.00005036845,0.0000958443,0.0007794073,0.000002337391,0.00002762797,0.0001563512,0.04826031,0.01557203],"study_design_scores_gemma":[0.001371598,0.000358888,0.9638989,0.0001122161,0.00001657918,0.001068928,0.001334344,4.155561e-7,0.000002523206,0.0001979889,0.03146648,0.000171131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669336,0.002564439,0.000004975361,0.0112768,0.002513612,0.000206779,0.00007945961,0.000007545981,0.01641278],"genre_scores_gemma":[0.9877214,0.0004042738,0.0001703253,0.009986415,0.0002521046,0.00001565808,0.00005160686,0.00002402582,0.00137422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5480918,"threshold_uncertainty_score":0.9984919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02464830603742624,"score_gpt":0.3772876036057141,"score_spread":0.3526392975682879,"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."}}