{"id":"W4206162386","doi":"10.2196/36493","title":"Preparedness, Risk Perception, Concerns, and Risk Acceptance Among Hospital Health Care Workers in Facing the Emerging COVID-19 Outbreak in Najran Hospitals, Saudi Arabia, at the Early Phase of the Pandemic","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Pandemic; Medicine; Infection control; Family medicine; Health care; Personal protective equipment; Coronavirus disease 2019 (COVID-19); Outbreak; Environmental health; Nursing; Disease; Infectious disease (medical specialty); Surgery","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":[0.002023162,0.0002717636,0.0002265421,0.0003910185,0.0008934988,0.001303161,0.0003645329,0.0006444934,0.001491963],"category_scores_gemma":[0.006240945,0.0002354809,0.0003210923,0.0003205038,0.0005945904,0.0007074336,0.001021254,0.0007433975,0.0001494329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007934296,"about_ca_system_score_gemma":0.001213014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178815,"about_ca_topic_score_gemma":0.01158681,"domain_scores_codex":[0.9988297,0.0004115147,0.0001484668,0.00007530506,0.0002290014,0.0003060738],"domain_scores_gemma":[0.9969196,0.0006059181,0.001343112,0.00006792178,0.0003753679,0.0006879538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008660321,0.0001727636,0.9738149,0.0000719694,0.00003641483,0.0002833655,0.02064382,0.00005604844,0.0005043999,0.0000477494,0.0002573252,0.004024584],"study_design_scores_gemma":[0.000008049278,0.0003219564,0.9217661,0.00007667564,0.00001401259,0.0002316389,0.07652637,0.000215295,0.0001186994,0.00003970951,0.0006641792,0.0000173605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995079,0.00008151498,0.00001649665,0.0001612958,0.000003791076,0.000008223353,0.00001423814,5.564854e-7,0.0002058638],"genre_scores_gemma":[0.9997177,0.00008523452,0.00002957871,0.00006834602,0.000004346871,0.000006515887,0.00001646905,2.615353e-7,0.00007168123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01178815,"threshold_uncertainty_score":0.02343911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877913005574758,"score_gpt":0.3738360504102625,"score_spread":0.345056920354515,"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."}}