{"id":"W4389393773","doi":"10.1101/2023.12.05.23299469","title":"Supporting young people through the COVID-19 pandemic and beyond: A multi-site qualitative longitudinal study","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; Centre for Addiction and Mental Health; Providence Health Care; University of Toronto; British Columbia Centre on Substance Use","funders":"Canadian Institutes of Health Research","keywords":"Pandemic; Government (linguistics); Public health; Coping (psychology); Stressor; Longitudinal study; Qualitative research; Coronavirus disease 2019 (COVID-19); Psychology; Political science; Economic growth; Public relations; Medicine; Sociology; Nursing; Infectious disease (medical specialty)","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":[0.01332396,0.0004666014,0.0008993453,0.001950127,0.009168596,0.003547526,0.001527998,0.001129955,0.002823207],"category_scores_gemma":[0.01248679,0.0008125993,0.0005347298,0.002376322,0.003839967,0.003059582,0.00461584,0.002656984,0.0004055688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009773672,"about_ca_system_score_gemma":0.01460478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1371365,"about_ca_topic_score_gemma":0.2514997,"domain_scores_codex":[0.9950706,0.002799451,0.0002255896,0.0003140921,0.0003744063,0.00121587],"domain_scores_gemma":[0.9904083,0.004879874,0.0008875917,0.0002790615,0.001826011,0.001719088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004211382,0.0001542247,0.02607874,0.0002567595,0.000008215088,0.0007621548,0.9666648,0.00003548254,0.0003861137,0.0006081408,0.0008527715,0.004150434],"study_design_scores_gemma":[0.000005051652,0.00007210061,0.005668443,0.0002282927,0.000005239819,0.00009001615,0.9913298,0.00004590728,0.00007099214,0.00009271332,0.002381374,0.00001014378],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944208,0.0005661609,0.0009187433,0.000962373,0.00003784502,0.0006958251,0.000649167,0.00001174407,0.00173739],"genre_scores_gemma":[0.993829,0.0009769589,0.001161116,0.0008714156,0.00001425653,0.001472873,0.0002946168,0.00001749856,0.001362391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371365,"threshold_uncertainty_score":0.2726765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3344466980991948,"score_gpt":0.5496568428440181,"score_spread":0.2152101447448233,"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."}}