{"id":"W2903796288","doi":"10.1186/s40359-018-0273-9","title":"Stigma doesn’t discriminate: physical and mental health and stigma in Canadian military personnel and Canadian civilians","year":2018,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Canadian Armed Forces; Ottawa Public Health; Department of National Defence","funders":"Canadian Institute for Military and Veteran Health Research; Canada Research Chairs","keywords":"Stigma (botany); Mental health; Psychology; Military personnel; Population; Public health; Feeling; Embarrassment; Psychiatry; Social stigma; Clinical psychology; Social psychology; Medicine; Environmental health; Nursing; Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00174868,0.0004387881,0.0004586055,0.002118728,0.006327432,0.001438983,0.001607805,0.0006769287,0.002716256],"category_scores_gemma":[0.004635166,0.0004588574,0.0009602682,0.004923692,0.001830653,0.0006766127,0.001609981,0.001331202,0.0001567954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03943224,"about_ca_system_score_gemma":0.04894506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975554,"about_ca_topic_score_gemma":0.9982697,"domain_scores_codex":[0.998711,0.0001049282,0.00005901408,0.0001305407,0.0005289037,0.0004656218],"domain_scores_gemma":[0.9977371,0.0001817538,0.0005552675,0.00007666478,0.0008100547,0.0006392635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006199977,0.00004237787,0.9798464,0.00009226555,0.00006392547,0.0001176495,0.009052119,0.00009030012,0.0001001347,0.0005049857,0.002211262,0.00781659],"study_design_scores_gemma":[0.000005509673,0.00001423037,0.9891377,0.00009172435,0.0000249087,0.0000567071,0.00903309,0.0002199683,0.00002906171,0.00007346742,0.001293628,0.00002009597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920325,0.001392875,0.00008907374,0.001470564,0.00002807699,0.00004775596,0.001365221,0.000003839578,0.003570233],"genre_scores_gemma":[0.9977136,0.0008883369,0.0001170021,0.0001554622,0.000008155328,0.00001527438,0.000613709,0.000002777861,0.0004855877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03943224,"threshold_uncertainty_score":0.2861023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03721096149442701,"score_gpt":0.377661138592904,"score_spread":0.340450177098477,"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."}}