{"id":"W4318706882","doi":"10.3390/ijerph20032498","title":"Learner Experience of an Online Co-Learning Model to Support Mental Health during the COVID-19 Pandemic: A Qualitative Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; McGill University; Université du Québec à Trois-Rivières","funders":"Canadian Institutes of Health Research; Université du Québec à Trois-Rivières","keywords":"Mental health; Psychology; Empowerment; Social isolation; Population; Medical education; Anxiety; Pandemic; Qualitative research; Distress; Applied psychology; Coronavirus disease 2019 (COVID-19); Medicine; Clinical psychology; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01421893,0.00082242,0.0009457767,0.001839159,0.009551019,0.004882261,0.003207427,0.002430142,0.004192321],"category_scores_gemma":[0.01659651,0.0005249199,0.0006207139,0.001346364,0.007734689,0.004873008,0.006553692,0.004290644,0.0007168763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004358654,"about_ca_system_score_gemma":0.004108551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006404,"about_ca_topic_score_gemma":0.006626636,"domain_scores_codex":[0.9902783,0.00707341,0.0001903134,0.0004605192,0.0006691623,0.001328297],"domain_scores_gemma":[0.9848728,0.01018485,0.0008899632,0.0003676557,0.001272657,0.002412086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004232541,0.0003318871,0.003443,0.0001198232,0.000005787611,0.001010755,0.9862574,0.00006180127,0.0007258617,0.0008753522,0.00053906,0.006587063],"study_design_scores_gemma":[0.000005818917,0.0001613542,0.001269641,0.0001279879,0.000005056613,0.000362726,0.9888467,0.0001873406,0.0004496587,0.0001611812,0.008407878,0.00001455678],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989467,0.0004070761,0.002592769,0.001913701,0.0000819679,0.0002869587,0.0001166836,0.00002873055,0.005105116],"genre_scores_gemma":[0.9910805,0.0007184814,0.001680977,0.0009550711,0.0000480056,0.0002809696,0.00007058844,0.00004399209,0.005121548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421893,"threshold_uncertainty_score":0.07519776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4600689851349149,"score_gpt":0.6199032406058744,"score_spread":0.1598342554709595,"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."}}