{"id":"W4285743645","doi":"10.2147/rmhp.s352210","title":"Which Volunteering Settings Do Medical Students Prefer During a Novel Respiratory Virus Pandemic? A Cross-Sectional Study of Multiple Colleges in Central Saudi Arabia During the COVID-19 Pandemic.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Disaster Response and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Cross-sectional study; Medicine; Coronavirus disease 2019 (COVID-19); Scale (ratio); Family medicine; Public health; Outbreak; Population; Quarter (Canadian coin); Hand washing; Environmental health; Disease; Nursing; Infectious disease (medical specialty); Internal medicine; Hygiene; Geography; Virology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001011278,0.0002363917,0.0002854289,0.0005723098,0.0008265182,0.0008711705,0.0003465464,0.0006396454,0.001777633],"category_scores_gemma":[0.002112653,0.0003548147,0.0003608382,0.0004521826,0.0004154742,0.0007466285,0.0006472841,0.0007366065,0.0002667369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004596092,"about_ca_system_score_gemma":0.0004865403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008169741,"about_ca_topic_score_gemma":0.01268974,"domain_scores_codex":[0.9995412,0.0001280563,0.00004842295,0.00006653128,0.00008389123,0.0001319786],"domain_scores_gemma":[0.9981927,0.0002471747,0.0007491544,0.00005829473,0.0002024582,0.0005502261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005242082,0.000223341,0.9938612,0.00003187215,0.00001994442,0.0001222971,0.003822784,0.00001221868,0.0002717553,0.00001558242,0.0000943995,0.001472025],"study_design_scores_gemma":[0.00000660549,0.0004719513,0.9785209,0.0000334045,0.00001976974,0.0003509776,0.02000711,0.000112983,0.00007382121,0.00001309643,0.000379577,0.000009753143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997442,0.00006661237,0.00001259295,0.00004612973,0.000002360267,0.000007225792,0.00002404913,4.004885e-7,0.00009643931],"genre_scores_gemma":[0.9996945,0.00008014367,0.00002962927,0.00005437296,0.000003109069,0.000007850391,0.00002695916,4.188123e-7,0.0001031253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008169741,"threshold_uncertainty_score":0.01624435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09258052972326676,"score_gpt":0.3876061713046267,"score_spread":0.2950256415813599,"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."}}