{"id":"W4377010553","doi":"10.1038/s41598-023-34544-7","title":"A muti-informant national survey on the impact of COVID-19 on mental health symptoms of parent–child dyads in Canada","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; London Health Sciences Centre; University of Ottawa; St. Francis Xavier University; CARE Canada; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychiatry; Psychology; MEDLINE; Clinical psychology; Biology; Virology; Internal medicine; Outbreak","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008654036,0.0002092447,0.0003513579,0.0009566325,0.00246322,0.0007187647,0.0007737539,0.0002468033,0.001776344],"category_scores_gemma":[0.001651479,0.0003922526,0.0004161522,0.003048906,0.0004187845,0.0003053559,0.001012641,0.0006939344,0.0002858491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01481149,"about_ca_system_score_gemma":0.01670733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898857,"about_ca_topic_score_gemma":0.9945879,"domain_scores_codex":[0.9990203,0.0001387367,0.00008738941,0.0001344539,0.0003198603,0.0002991676],"domain_scores_gemma":[0.9984503,0.00008464819,0.0003579007,0.00004673914,0.000685201,0.0003751528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000371712,0.00004164093,0.9927866,0.00004233203,0.00002836487,0.0001046323,0.001853421,0.00003811229,0.0001902722,0.00004945662,0.001929164,0.002898772],"study_design_scores_gemma":[0.000003244865,0.00002003093,0.9966274,0.00002357874,0.000007189984,0.00004073563,0.002137944,0.00007974751,0.00004194755,0.000006889738,0.001005497,0.000005786109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842158,0.0004893265,0.0001372155,0.0003056631,0.00001175599,0.0001516353,0.01221556,0.000009403329,0.002463724],"genre_scores_gemma":[0.9923958,0.0008402379,0.0004214279,0.0002970376,0.00000637626,0.0001297099,0.004429293,0.000005713816,0.001474455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01481149,"threshold_uncertainty_score":0.1074653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09212396247861544,"score_gpt":0.4331930679694457,"score_spread":0.3410691054908302,"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."}}