{"id":"W4200547044","doi":"10.1101/2021.12.24.21268387","title":"The Canadian COVID-19 Experiences Project: Design and Protocol","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Ontario Institute for Cancer Research; University of Waterloo","funders":"Canadian Institutes of Health Research; University of Waterloo","keywords":"Neurocognitive; Data collection; Pandemic; Coronavirus disease 2019 (COVID-19); Protocol (science); Population; Cognition; Psychology; Applied psychology; Medicine; Environmental health; Statistics","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":[0.05987906,0.003229848,0.00391643,0.004042207,0.007885692,0.005299982,0.005917214,0.004376309,0.08823799],"category_scores_gemma":[0.04526556,0.003699232,0.002018494,0.005796346,0.004201929,0.002177872,0.003501144,0.005115112,0.01411097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03148554,"about_ca_system_score_gemma":0.1400663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2417934,"about_ca_topic_score_gemma":0.3582058,"domain_scores_codex":[0.9746261,0.01264431,0.002656867,0.002856555,0.004660766,0.002555342],"domain_scores_gemma":[0.9659975,0.007290235,0.002637074,0.004637656,0.01538353,0.004054026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08415058,0.02344059,0.01385952,0.04602939,0.0008835619,0.002053181,0.01774507,0.009567365,0.004554335,0.04947059,0.389928,0.3583179],"study_design_scores_gemma":[0.07891016,0.01373721,0.05191735,0.02565553,0.0008856071,0.0003441197,0.009756061,0.006128173,0.004164009,0.01860277,0.7890847,0.0008142971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001855381,0.0002620711,0.00341721,0.0003400587,0.0001774088,0.986225,0.004643662,0.00006006944,0.003019149],"genre_scores_gemma":[0.001496876,0.0001060644,0.003141843,0.0001975871,0.00002196596,0.9941999,0.0003414509,0.00000685912,0.0004874367],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7582066,"threshold_uncertainty_score":0.480772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967737088825496,"score_gpt":0.4800974419025965,"score_spread":0.2833237330200469,"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."}}