{"id":"W4226320779","doi":"10.1371/journal.pone.0265580","title":"Sexual orientation and gender identity and expression conversion exposure and their correlates among LGBTQI2+ persons in Québec, Canada","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; University of Toronto; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sexual orientation; Gender identity; Expression (computer science); Psychology; Animal sexual behaviour; Identity (music); Developmental psychology; Biology; Medicine; Social psychology; Environmental health; Physics; Computer 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":[0.0005485914,0.0002597906,0.0002363225,0.001008402,0.003548882,0.001112785,0.0009866068,0.0003770392,0.003735681],"category_scores_gemma":[0.001236393,0.0002036404,0.000330611,0.002581337,0.0008492832,0.0003646914,0.0007998652,0.0006415995,0.0002226778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01474792,"about_ca_system_score_gemma":0.01497717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934785,"about_ca_topic_score_gemma":0.9958955,"domain_scores_codex":[0.9995173,0.0000558454,0.00002867403,0.00005688883,0.0001425665,0.0001986608],"domain_scores_gemma":[0.9984451,0.00009946453,0.0003779068,0.00003539495,0.0006044113,0.0004377863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001890809,0.00003041026,0.9931908,0.00003953428,0.00001461918,0.00006897749,0.001910617,0.00003556004,0.00009335164,0.00006280772,0.0007706356,0.003763697],"study_design_scores_gemma":[0.000001905117,0.00001493571,0.9949375,0.00004893255,0.000007647369,0.00005042737,0.004243941,0.00008331974,0.0000238465,0.00001091687,0.0005720464,0.000004433422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946845,0.0006531077,0.00006100259,0.0003399363,0.000007602004,0.00004688633,0.00159694,0.000006501,0.002603508],"genre_scores_gemma":[0.998215,0.0004173857,0.00009042792,0.0001113479,0.000002807447,0.00001897404,0.0005009485,0.000002281128,0.0006408544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01474792,"threshold_uncertainty_score":0.1070041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0491806239930357,"score_gpt":0.2809691168577202,"score_spread":0.2317884928646845,"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."}}