{"id":"W4285010015","doi":"10.1503/cmaj.1096005","title":"Did the COVID-19 pandemic cause the predicted “tsunami” of mental health crises?","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Likert scale; Descriptive statistics; Pandemic; Focus group; Mental health; Psychological resilience; Family medicine; Nursing; Medical emergency; Psychology; Coronavirus disease 2019 (COVID-19); Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00196967,0.0002188798,0.0002115583,0.0005649587,0.001525207,0.001842705,0.0004385164,0.001037479,0.008950072],"category_scores_gemma":[0.01018253,0.000238321,0.0003693327,0.0005192031,0.0009798491,0.001974951,0.001961634,0.002294017,0.0007871719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249736,"about_ca_system_score_gemma":0.003667932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02964645,"about_ca_topic_score_gemma":0.0521759,"domain_scores_codex":[0.9991456,0.0003474937,0.00005827258,0.00006586607,0.00007723022,0.0003056318],"domain_scores_gemma":[0.9972075,0.0006560494,0.000795355,0.0000667992,0.0004267147,0.0008475595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007098145,0.0003429137,0.757124,0.001252228,0.0001919198,0.004139263,0.05276242,0.0003439133,0.0007230299,0.004175461,0.08903205,0.08920287],"study_design_scores_gemma":[0.00003454256,0.0004557167,0.6892151,0.002083715,0.00007335515,0.001542015,0.2621908,0.0006107123,0.0004702668,0.004078185,0.03914605,0.00009959853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8515992,0.004184915,0.0008616674,0.117602,0.001701927,0.0002087237,0.002890771,0.00003217378,0.0209186],"genre_scores_gemma":[0.9839261,0.003978786,0.000438987,0.00788466,0.0007392997,0.0001609577,0.0009065707,0.00001384401,0.001950838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02964645,"threshold_uncertainty_score":0.0589478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03925107914940615,"score_gpt":0.3908875732692879,"score_spread":0.3516364941198817,"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."}}