{"id":"W3009086486","doi":"10.3389/fpsyg.2020.01686","title":"Utilization and Impact of Peer-Support Programs on Police Officers’ Mental Health","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Peer support; Officer; Psychology; Social support; Public relations; Mental illness; Medical education; Social psychology; Medicine; Political science; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003212011,0.0001771307,0.0004102373,0.0002636336,0.00003882215,0.00001120499,0.0002687847,0.0001551515,0.0004951874],"category_scores_gemma":[0.00004259872,0.0001700963,0.00007562133,0.0004874454,0.0002411984,0.00004953789,0.00004201126,0.0002814101,0.00004343659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007675309,"about_ca_system_score_gemma":0.00009090239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000871651,"about_ca_topic_score_gemma":0.00004479923,"domain_scores_codex":[0.9979923,0.0003080051,0.0004315671,0.0004822926,0.0002694461,0.0005164179],"domain_scores_gemma":[0.999218,0.00002670111,0.0001674527,0.0003213893,0.00004197539,0.000224461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009976202,0.0006866583,0.2878673,0.00004540253,0.0001429881,0.000005896069,0.02484362,0.000001435292,0.00001635897,0.0003677722,0.2631789,0.421846],"study_design_scores_gemma":[0.01004246,0.01394757,0.9203296,0.00008546255,0.00001799272,0.00006519577,0.01406173,0.0005108354,0.00002202388,0.001140653,0.03928797,0.0004885103],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8995577,0.002564087,0.004586782,0.02441189,0.002076094,0.002377406,0.0002225152,0.0001308887,0.06407263],"genre_scores_gemma":[0.9959738,0.0002262962,0.001486333,0.001889561,0.00004974373,0.00005046917,0.0001573614,0.0000377064,0.0001287166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6324623,"threshold_uncertainty_score":0.6936324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453763838607041,"score_gpt":0.4726738646910459,"score_spread":0.3272974808303419,"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."}}