{"id":"W4402285894","doi":"10.1007/s12144-024-06607-z","title":"Awareness and use of Canadian Armed Forces mental wellbeing programs and resources among Regular Force personnel","year":2024,"lang":"en","type":"article","venue":"Current Psychology","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of National Defence","funders":"","keywords":"Psychology; Military personnel; Mental health; Applied psychology; Use of force; Social psychology; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000289626,0.0002308991,0.000310842,0.0008819881,0.0001672549,0.0001366946,0.000237166,0.0001728155,0.0002289771],"category_scores_gemma":[0.00004410981,0.0002155042,0.00006500095,0.0005068764,0.0007890362,0.0001782164,0.00007815895,0.0003161663,0.00002030932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003168519,"about_ca_system_score_gemma":0.00004344489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02159632,"about_ca_topic_score_gemma":0.01928356,"domain_scores_codex":[0.9979149,0.0002091896,0.0003428048,0.0006849534,0.0001935763,0.0006545967],"domain_scores_gemma":[0.99901,0.0001702635,0.00006921236,0.0003934766,0.00003969945,0.0003173412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000147165,0.0002677146,0.695267,0.0006506171,0.000385757,0.0001011516,0.04615226,9.619155e-7,0.0003873655,0.006944238,0.009009772,0.240686],"study_design_scores_gemma":[0.002589919,0.0007193037,0.769152,0.001445569,0.000159883,0.0003417292,0.01361997,0.001633853,0.0001034732,0.002175217,0.20722,0.0008391073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978317,0.01696945,0.00005736266,0.0006112042,0.00119249,0.0006181545,0.00005066975,0.00006685778,0.002116768],"genre_scores_gemma":[0.9982632,0.0006652877,0.00008600155,0.00004089596,0.00007293671,0.0001350802,0.00005279858,0.00004153325,0.0006422585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2398469,"threshold_uncertainty_score":0.998612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304436072471572,"score_gpt":0.4033322812131317,"score_spread":0.2728886739659745,"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."}}