{"id":"W3120956565","doi":"10.1002/mhw.32481","title":"CDC: Pandemic taking heavy toll on mental health of 1 in 4 young people","year":2020,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Toll; Quarter (Canadian coin); Mental health; Depression (economics); Anxiety; Pandemic; Coronavirus disease 2019 (COVID-19); Psychiatry; Gerontology; Medicine; Disease control; Psychology; Environmental health; Disease; Geography; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008793154,0.0003380459,0.0008260367,0.0002132672,0.0003116806,0.00001293218,0.0003021999,0.0001260648,0.0007504005],"category_scores_gemma":[0.0000183902,0.0003535961,0.00013333,0.0005630158,0.00006753566,0.0001007539,0.0001198236,0.0005425375,0.0002675222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002456152,"about_ca_system_score_gemma":0.0009147173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03500104,"about_ca_topic_score_gemma":0.02190824,"domain_scores_codex":[0.995895,0.000472903,0.001217656,0.0007582553,0.0005061951,0.001149983],"domain_scores_gemma":[0.998109,0.0001066199,0.0006506627,0.0003620639,0.00001461238,0.0007570825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003986547,0.002254131,0.736477,0.002263898,0.00005226524,0.00001325662,0.1165615,0.00001216044,0.0003918459,0.002313379,0.06825639,0.06741766],"study_design_scores_gemma":[0.01145709,0.0125169,0.8744138,0.001028447,0.000007797682,0.00009833042,0.03045639,0.0004486405,0.000210249,0.0001030592,0.06847379,0.000785507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8913674,0.002073247,0.0000530165,0.09625939,0.002386043,0.002340341,0.000454055,0.00015825,0.004908286],"genre_scores_gemma":[0.9691293,0.0004612213,0.0001384959,0.02906087,0.0001884468,0.00006965819,0.0002160846,0.00005605793,0.0006798706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1379368,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08887376832204562,"score_gpt":0.4331780088499458,"score_spread":0.3443042405279002,"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."}}