{"id":"W3111234187","doi":"10.2196/25051","title":"Physical Activity, Nutritional Habits, and Sleep Behavior Among Health Profession Students and Employees of a Swiss University During and After COVID-19 Confinement: Protocol for a Longitudinal Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Berner Fachhochschule","keywords":"Observational study; Pandemic; Longitudinal study; Medicine; Coronavirus disease 2019 (COVID-19); Family medicine; Government (linguistics); Psychology; Gerontology; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01089152,0.001962376,0.002158772,0.002185075,0.003719863,0.001270759,0.001452366,0.002228653,0.0117173],"category_scores_gemma":[0.00641227,0.001636664,0.002116782,0.001925898,0.001207902,0.001260467,0.001718458,0.002334732,0.003169584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745049,"about_ca_system_score_gemma":0.01068687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006229788,"about_ca_topic_score_gemma":0.009308464,"domain_scores_codex":[0.993761,0.003110939,0.001029096,0.0006844033,0.0005917586,0.0008228567],"domain_scores_gemma":[0.9948284,0.000701028,0.0008410767,0.0006879243,0.001986691,0.0009548916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1439463,0.1488927,0.3590434,0.02095458,0.00148866,0.006163066,0.02535317,0.008131264,0.0279158,0.00828375,0.09218179,0.1576455],"study_design_scores_gemma":[0.0397294,0.1144144,0.6559891,0.005517289,0.0006442283,0.0008459698,0.02040797,0.005046646,0.005411886,0.003700097,0.1476191,0.0006739296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.05801848,0.0002776937,0.003381379,0.0003287169,0.0002000131,0.9307298,0.005598578,0.00005804743,0.00140721],"genre_scores_gemma":[0.01506635,0.0001656434,0.003599988,0.0002086623,0.00004878471,0.9791867,0.001152407,0.000003622245,0.000567853],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0117173,"threshold_uncertainty_score":0.05760062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5936263265070656,"score_gpt":0.649315041266184,"score_spread":0.05568871475911841,"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."}}