{"id":"W6958708766","doi":"10.6084/m9.figshare.c.7912248","title":"Supporting young people through the COVID-19 pandemic and beyond: a multi-site qualitative longitudinal study","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Alexander von Humboldt Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Pandemic; Longitudinal study; Qualitative research; Public health; Government (linguistics); Coping (psychology); Perception; Public policy","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":[0.01260921,0.0004651412,0.0008984288,0.001896541,0.008984283,0.003476715,0.001503589,0.001054964,0.00269942],"category_scores_gemma":[0.01151502,0.0007932105,0.0005232345,0.002436359,0.003683147,0.00306455,0.004746729,0.002491183,0.0003743637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064506,"about_ca_system_score_gemma":0.01598199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1422087,"about_ca_topic_score_gemma":0.2579185,"domain_scores_codex":[0.9953649,0.002551219,0.0002212841,0.0003160175,0.000350373,0.001196119],"domain_scores_gemma":[0.9915745,0.004053892,0.0007858134,0.0002520384,0.001690116,0.001643646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000429949,0.0001369341,0.02549834,0.0002583099,0.000008519922,0.0007403225,0.9670091,0.00003433879,0.0003446949,0.0006023379,0.0008547708,0.004469266],"study_design_scores_gemma":[0.000005424472,0.00006842592,0.00581703,0.0002383514,0.000005648617,0.00008916621,0.9911323,0.00004547585,0.00006805302,0.0000961828,0.00242427,0.000009576001],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945118,0.000577337,0.0009090551,0.0008960405,0.00003674731,0.00069439,0.0006099657,0.0000112631,0.00175332],"genre_scores_gemma":[0.9939567,0.001029429,0.001126237,0.0008020321,0.00001368145,0.001436491,0.0002925421,0.00001621775,0.001326719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1422087,"threshold_uncertainty_score":0.2827619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1376108971795018,"score_gpt":0.4199897156405981,"score_spread":0.2823788184610963,"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."}}