{"id":"W3111363672","doi":"10.3390/nu12123803","title":"Piece of Cake: Coping with COVID-19","year":2020,"lang":"en","type":"article","venue":"Nutrients","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre; Carleton University","funders":"","keywords":"Coping (psychology); Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Affect (linguistics); Stressor; Environmental health; 2019-20 coronavirus outbreak; Medicine; Gerontology; Social psychology; Clinical psychology; Disease; Infectious disease (medical specialty); Outbreak","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007818225,0.00008821172,0.0001660482,0.00003626013,0.00005601195,0.000004116486,0.0001338405,0.00005170416,0.0006415947],"category_scores_gemma":[0.00004966769,0.00007741161,0.00002897316,0.0002489639,0.0000557805,0.00003094478,0.00003394073,0.0001002429,0.0001723832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272745,"about_ca_system_score_gemma":0.0002639061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007056123,"about_ca_topic_score_gemma":0.00003190489,"domain_scores_codex":[0.9991326,0.00004780876,0.0001788258,0.0002467822,0.0001751412,0.0002188509],"domain_scores_gemma":[0.9992609,0.00008351932,0.00009253919,0.0001829932,0.00002426268,0.0003557889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004501961,0.001209998,0.7322041,0.001969491,0.0001640889,0.0002260656,0.04808897,0.00002867276,0.0008032574,0.01687802,0.1861629,0.007762394],"study_design_scores_gemma":[0.005809421,0.001144799,0.01715377,0.00004120562,0.00002843962,0.00001168791,0.001411718,0.00001423566,0.0007682617,0.0001414055,0.9732836,0.000191392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664211,0.0005376727,0.005852538,0.01333109,0.0005734483,0.0007509807,0.00008578564,0.0001381588,0.01230919],"genre_scores_gemma":[0.9720442,0.00001606939,0.0001268506,0.0273071,0.00007781947,0.00001895862,0.00001529465,0.00001380772,0.0003798768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7871207,"threshold_uncertainty_score":0.7025012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117326266380489,"score_gpt":0.4263322962798315,"score_spread":0.3090060298993426,"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."}}