{"id":"W4321435357","doi":"10.2196/preprints.33492","title":"A Biological Approach to Building Resilience and Wellness Capacity Among Police Exposed to Posttraumatic Stress Injuries: Protocol for a Randomized Controlled Trial (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Randomized controlled trial; Heart rate variability; Psychology; Intervention (counseling); Burnout; Heart rate; Psychological resilience; Mental health; Medicine; Physical therapy; Clinical psychology; Psychiatry; 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":[0.01935565,0.005253757,0.009602008,0.002262235,0.003364914,0.003913361,0.002878096,0.007113311,0.07830738],"category_scores_gemma":[0.02159018,0.002997849,0.004625481,0.002871567,0.002480478,0.002847822,0.001952447,0.007889879,0.01080755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004020513,"about_ca_system_score_gemma":0.01436207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003541796,"about_ca_topic_score_gemma":0.005126029,"domain_scores_codex":[0.9878262,0.006435331,0.001661906,0.001180408,0.001304016,0.001592063],"domain_scores_gemma":[0.9917296,0.00245302,0.001602255,0.001152578,0.001830342,0.001232205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8964586,0.02658228,0.0005428013,0.01655975,0.002317593,0.0002072116,0.0003705529,0.001646731,0.002223992,0.002946071,0.01658095,0.03356344],"study_design_scores_gemma":[0.9597923,0.02083732,0.001117867,0.001549105,0.0006008033,0.00002249634,0.00007788892,0.0009753972,0.0005523259,0.001319391,0.01309238,0.00006265083],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002402721,0.000204043,0.0007007945,0.0001557671,0.0003857434,0.9948713,0.0006996359,0.00008586292,0.0004942526],"genre_scores_gemma":[0.001414225,0.00007162411,0.00087427,0.00009286492,0.00004379694,0.9972108,0.00005494634,0.000003160876,0.0002342034],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07830738,"threshold_uncertainty_score":0.2619643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08378318919670306,"score_gpt":0.3542979131231825,"score_spread":0.2705147239264794,"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."}}