{"id":"W4389269203","doi":"10.1186/s12889-023-17297-w","title":"How is the COVID-19 pandemic impacting our life, mental health, and well-being? Design and preliminary findings of the pan-Canadian longitudinal COHESION study","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Université du Québec à Rimouski; Government of Canada; Public Health Agency of Canada; Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal","funders":"Ministère de l'Économie, de la Science et de l'Innovation - Québec; Public Health Agency of Canada","keywords":"Medicine; Pandemic; Biostatistics; Coronavirus disease 2019 (COVID-19); Public health; Mental health; 2019-20 coronavirus outbreak; Epidemiology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gerontology; Environmental health; Virology; Psychiatry; Nursing; Infectious disease (medical specialty); 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":[0.01040347,0.001257729,0.001082882,0.001836026,0.01340464,0.002242548,0.003140429,0.0009873176,0.002911486],"category_scores_gemma":[0.006457604,0.00115293,0.001995114,0.004021262,0.003029034,0.00107883,0.003089423,0.001917739,0.0003968167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06115461,"about_ca_system_score_gemma":0.09396391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9846461,"about_ca_topic_score_gemma":0.9917704,"domain_scores_codex":[0.9934727,0.001897767,0.0003033397,0.001029949,0.001314151,0.00198216],"domain_scores_gemma":[0.9949138,0.000445576,0.0006428272,0.0003364211,0.00230808,0.001353159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004057026,0.003702373,0.8853103,0.0009587143,0.0004611342,0.0005537169,0.03984525,0.0009604631,0.001192328,0.002573997,0.01707379,0.04331091],"study_design_scores_gemma":[0.0007943812,0.001981804,0.9521922,0.0003392215,0.0002622188,0.00006133548,0.03056632,0.0005145926,0.0003553485,0.0006338416,0.01215697,0.0001417347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490988,0.001168401,0.001825891,0.001496298,0.0001318765,0.03079271,0.009367152,0.00004594187,0.006072902],"genre_scores_gemma":[0.9169739,0.001094776,0.009976046,0.002353667,0.00009120609,0.05459834,0.008164279,0.00002705974,0.006720702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06115461,"threshold_uncertainty_score":0.4437098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1909121524971531,"score_gpt":0.4328359052619791,"score_spread":0.241923752764826,"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."}}