{"id":"W3120036665","doi":"10.1101/2021.01.12.21249608","title":"The impact of the coronavirus disease 2019 (COVID-19) pandemic on university students’ dietary intake, physical activity, and sedentary behaviour","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Physical Activity and Health","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Pandemic; Physical activity; Medicine; Coronavirus disease 2019 (COVID-19); Alcohol intake; Sedentary lifestyle; Sedentary behavior; Gerontology; Environmental health; Disease; Physical therapy; Alcohol; Internal medicine; Infectious disease (medical specialty); Biology","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":[0.0002757732,0.000307493,0.0006224962,0.00004538413,0.0003230464,0.00003348568,0.0004849029,0.0001340677,0.00001880796],"category_scores_gemma":[0.000140626,0.0001799864,0.0005401989,0.0001550091,0.000394443,0.00007799167,0.001464425,0.001498428,0.000003745436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006108305,"about_ca_system_score_gemma":0.001131583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005837927,"about_ca_topic_score_gemma":0.0005005401,"domain_scores_codex":[0.9979125,0.000469111,0.0001473377,0.0005272938,0.0006482333,0.0002955108],"domain_scores_gemma":[0.9976957,0.0005378677,0.0002339378,0.0008842761,0.00005546048,0.0005927359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001556187,0.003187241,0.9894348,0.0002290841,0.0002939026,0.0001039565,0.0004781378,0.00008344582,0.001287282,0.00001448986,0.0001156106,0.003215806],"study_design_scores_gemma":[0.0008917424,0.0003289145,0.9972127,0.0002156811,0.000432408,0.000007649144,0.0001516142,0.0001771779,0.0001068568,0.000246578,0.00007117383,0.0001575031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967175,0.0001553304,0.000007056101,0.001783581,0.0002048792,0.0007336276,0.0003148842,0.00003630645,0.00004685073],"genre_scores_gemma":[0.9984409,0.0008381698,0.000001885525,0.000210558,0.0001821554,0.000006091234,0.00004433595,0.00002169387,0.0002542711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007777844,"threshold_uncertainty_score":0.8825237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314058270749175,"score_gpt":0.4165186284078028,"score_spread":0.2851128013328853,"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."}}