{"id":"W2155864676","doi":"10.1258/jrsm.2010.090426","title":"Do stigma and other perceived barriers to mental health care differ across Armed Forces?","year":2010,"lang":"en","type":"article","venue":"Journal of the Royal Society of Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Stigma (botany); Social stigma; Mental health; Psychiatry; Prejudice (legal term); Medicine; Psychology; Data science; Social psychology; Computer science; Family medicine; Human immunodeficiency virus (HIV)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003388017,0.000183711,0.0005872345,0.001806722,0.001197472,0.001569948,0.0004949503,0.0008227504,0.002852601],"category_scores_gemma":[0.02057216,0.0003782225,0.0006056202,0.001509657,0.001671442,0.00173028,0.001240684,0.0009956132,0.0002037282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771171,"about_ca_system_score_gemma":0.00161792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04439773,"about_ca_topic_score_gemma":0.0654763,"domain_scores_codex":[0.997654,0.0009088997,0.0001858109,0.0001536755,0.0006359355,0.0004618021],"domain_scores_gemma":[0.9915494,0.002255957,0.004071037,0.0003157412,0.0008783638,0.0009295091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007837915,0.0001185904,0.9684832,0.00008523552,0.0001669205,0.00006027285,0.01727151,0.00003004274,0.0001023231,0.0003145459,0.000350374,0.01293857],"study_design_scores_gemma":[0.000004593922,0.00003059227,0.9907513,0.00006959266,0.00001267772,0.00007145905,0.008632569,0.00003483041,0.00001657356,0.0001024295,0.0002667647,0.000006507733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966364,0.0007352909,0.00004522867,0.001230229,0.00001268844,0.00001295224,0.0001041939,9.385774e-7,0.001221895],"genre_scores_gemma":[0.9993642,0.0003187208,0.0000326423,0.0001152217,0.000009890599,0.00001282814,0.00006330807,0.000001126648,0.00008203276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04439773,"threshold_uncertainty_score":0.08827859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824992841406133,"score_gpt":0.3797035864600371,"score_spread":0.3614536580459758,"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."}}