{"id":"W4309343721","doi":"10.2196/preprints.44299","title":"Moral Distress, Mental Health, and Risk and Resilience Factors Among Military Personnel Deployed to Long-Term Care Facilities During the COVID-19 Pandemic: Research Protocol and Participation Metrics (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Stressor; Pandemic; Psychology; Health care; Psychological resilience; Medicine; Nursing; Coronavirus disease 2019 (COVID-19); Psychiatry; Political science; Social psychology","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":[0.02271371,0.001509511,0.001924005,0.003773117,0.005112475,0.003353299,0.002983687,0.002321213,0.03139118],"category_scores_gemma":[0.04216138,0.002145646,0.004571444,0.004385019,0.002099382,0.002830392,0.003906318,0.003995078,0.006317977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007103642,"about_ca_system_score_gemma":0.03122702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572469,"about_ca_topic_score_gemma":0.0258718,"domain_scores_codex":[0.9896582,0.004917115,0.002408461,0.0007319022,0.001336421,0.0009478783],"domain_scores_gemma":[0.975013,0.00610506,0.003172054,0.002594368,0.01146021,0.001655306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0450521,0.04186754,0.1859555,0.03636537,0.002221978,0.001424465,0.03775122,0.007951986,0.003071855,0.02161217,0.3714961,0.2452297],"study_design_scores_gemma":[0.02832596,0.02931289,0.492813,0.02527612,0.001038939,0.0004004732,0.04959185,0.004571225,0.00447213,0.01028091,0.3529726,0.0009438962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03722518,0.0002713097,0.002984158,0.0008566417,0.0002522085,0.9275979,0.02687982,0.00008012805,0.003852554],"genre_scores_gemma":[0.006205533,0.000130328,0.002317956,0.0001592509,0.00002643296,0.9885142,0.002128502,0.000005916187,0.0005118215],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03139118,"threshold_uncertainty_score":0.120123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2071358504529998,"score_gpt":0.4789574108317109,"score_spread":0.2718215603787111,"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."}}