{"id":"W4406937645","doi":"10.1007/s11121-025-01773-3","title":"Initial Results of the Québec Resilience Project (QRP): a Longitudinal and Representative Population-Based Study of Children’s Development Prior to and During the COVID-19 Pandemic (2017–2022)","year":2025,"lang":"en","type":"article","venue":"Prevention Science","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université du Québec à Montréal; Quebec Statistical Institute; McGill University; Université de Montréal","funders":"","keywords":"Health psychology; Pandemic; Coronavirus disease 2019 (COVID-19); Resilience (materials science); Public health; Psychological resilience; Population; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Environmental health; Medicine; Virology; Nursing; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004529599,0.0009464023,0.0006662031,0.001615999,0.00433004,0.002228541,0.001829497,0.001582866,0.002872428],"category_scores_gemma":[0.008233333,0.0005716727,0.001119689,0.00343593,0.0007628215,0.001098086,0.002742929,0.002503439,0.0008935754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0181716,"about_ca_system_score_gemma":0.02460877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.980165,"about_ca_topic_score_gemma":0.9902295,"domain_scores_codex":[0.997759,0.0006507861,0.00009314105,0.0002486423,0.0005242855,0.0007241133],"domain_scores_gemma":[0.9941578,0.000392223,0.0004939424,0.0003356972,0.003427527,0.001192837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003797308,0.0005161994,0.9505873,0.00009802813,0.0002621131,0.0002163001,0.004408438,0.0002991062,0.0003905015,0.0003797282,0.02567183,0.01679074],"study_design_scores_gemma":[0.00002735702,0.00009861924,0.9927565,0.00004736291,0.00004669469,0.00002666189,0.002465345,0.0001187408,0.00006469354,0.0000452732,0.004280678,0.0000219915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166933,0.001134153,0.001481959,0.003882054,0.0002131863,0.001872783,0.06580506,0.00006572111,0.008851737],"genre_scores_gemma":[0.9441378,0.001163144,0.003029704,0.002627157,0.0001014554,0.00360131,0.03367791,0.00007086055,0.01159067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.019835,"threshold_uncertainty_score":0.1318449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07466368151543526,"score_gpt":0.4764158018275478,"score_spread":0.4017521203121126,"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."}}