{"id":"W2418583469","doi":"","title":"mental health care for people who identify as lesbian, gay, bisexual, transgender, and (or) queer.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Lesbian; Transgender; Sexual orientation; Mental health; Homosexuality; Queer; Mental illness; Psychology; Psychiatry; Stigma (botany); Sexual minority; Social stigma; Sexual identity; Human sexuality; Gender studies; Medicine; Social psychology; Sociology; Family medicine; Psychoanalysis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000586474,0.0002160236,0.0004335294,0.0001593748,0.0004695669,0.000102963,0.0002227959,0.0001693963,0.0001564402],"category_scores_gemma":[0.00006319894,0.0002047817,0.00009420843,0.0001620492,0.00007861736,0.0001355054,0.00003355901,0.0001686959,0.00008053289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283827,"about_ca_system_score_gemma":0.0001174197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01351996,"about_ca_topic_score_gemma":0.02236056,"domain_scores_codex":[0.9977202,0.0002333573,0.0003959203,0.0005012112,0.0002035797,0.0009457148],"domain_scores_gemma":[0.9988138,0.0001203902,0.0001335579,0.0003832956,0.00005487303,0.0004940481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005642243,0.0002645909,0.06076795,0.003864357,0.0001621615,0.000003834979,0.05613074,4.536956e-7,0.000004994011,0.01073889,0.4928647,0.3746331],"study_design_scores_gemma":[0.002761799,0.000269676,0.7007632,0.000007898879,0.00004751108,0.00004343985,0.00296129,0.000003774961,0.000006858082,0.0007100108,0.2921345,0.00029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8851917,0.01288104,0.0007289845,0.04350873,0.006070356,0.006510086,0.0006443597,0.0003333533,0.04413142],"genre_scores_gemma":[0.956615,0.000997823,0.00006521217,0.004732321,0.001025601,0.002012926,0.0001139534,0.00007401468,0.03436313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6399953,"threshold_uncertainty_score":0.9954788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002607591702112,"score_gpt":0.4142955716375455,"score_spread":0.3140348124673344,"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."}}