{"id":"W6921035864","doi":"10.6084/m9.figshare.c.6962521.v1","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":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; 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 Laval; Université de Montréal","funders":"","keywords":"Mental health; Cohesion (chemistry); Pandemic; Context (archaeology); Cohort; Social environment; Perception; Longitudinal study","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":[0.007875518,0.001075038,0.0008954437,0.001767613,0.01284229,0.002309128,0.002860564,0.0008580564,0.002577212],"category_scores_gemma":[0.005794148,0.0009912325,0.001786041,0.004200432,0.002486736,0.00107902,0.00317225,0.001736831,0.0003419598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05435327,"about_ca_system_score_gemma":0.07603127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9883729,"about_ca_topic_score_gemma":0.9936337,"domain_scores_codex":[0.9950957,0.001211549,0.0002299491,0.000777136,0.001047291,0.001638333],"domain_scores_gemma":[0.9952636,0.0003860896,0.0006001239,0.0002851506,0.002124708,0.00134037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001762142,0.001989194,0.9161279,0.0006083098,0.0003311349,0.0003597209,0.03291938,0.000554744,0.0007405452,0.00147707,0.01170859,0.03142138],"study_design_scores_gemma":[0.0002739415,0.0007526787,0.9649967,0.0002151442,0.0001444642,0.0000407472,0.02592031,0.0003146573,0.0002014049,0.0002874378,0.006765558,0.00008698757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755117,0.0009231005,0.0009367894,0.0009887139,0.00008326655,0.01027543,0.006977148,0.00002400912,0.004279795],"genre_scores_gemma":[0.9651321,0.0008933612,0.004641772,0.001214942,0.0000585897,0.01734986,0.006471049,0.00001680763,0.004221536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05435327,"threshold_uncertainty_score":0.3943624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0982359011636835,"score_gpt":0.341361901201718,"score_spread":0.2431260000380345,"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."}}