{"id":"W3137417453","doi":"10.2196/24617","title":"Effects of Participating in a Research Project During the COVID-19 Pandemic on Medical Students’ Educational Routines and Mental Health: Protocol for a Web-Based Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Pandemic; Medicine; Family medicine; Observational study; Psychology; Medical education; Coronavirus disease 2019 (COVID-19); Psychiatry; Disease","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":[0.06956992,0.002988414,0.003808134,0.003750087,0.005165893,0.002845336,0.002366845,0.004707179,0.02939959],"category_scores_gemma":[0.04130884,0.003013138,0.004050795,0.003313262,0.002426776,0.002776023,0.003142806,0.005506437,0.008502949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006204517,"about_ca_system_score_gemma":0.01896354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004285652,"about_ca_topic_score_gemma":0.006018208,"domain_scores_codex":[0.9580991,0.0268687,0.00758763,0.001917558,0.002655797,0.002871212],"domain_scores_gemma":[0.9495087,0.0174191,0.007715343,0.006624656,0.01561529,0.00311691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2360361,0.1488241,0.06755863,0.04626405,0.001959448,0.002994345,0.02595405,0.01348455,0.0127505,0.01194039,0.1028361,0.3293978],"study_design_scores_gemma":[0.2101762,0.1529477,0.2451636,0.01672138,0.001391161,0.0005618771,0.0256673,0.01421705,0.01009206,0.008936029,0.3125934,0.001532355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004973399,0.00004530426,0.001550799,0.0001141931,0.00007245727,0.9912024,0.001391949,0.00003730225,0.0006123275],"genre_scores_gemma":[0.001332518,0.00003218287,0.001593786,0.00004834493,0.00001052537,0.9967322,0.0001328979,0.000002030936,0.0001154323],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06956992,"threshold_uncertainty_score":0.3679253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7046637397105434,"score_gpt":0.745897150793523,"score_spread":0.04123341108297962,"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."}}