{"id":"W6939609805","doi":"10.60770/rf8s-k156","title":"An exploration into the prevalence, related risk factors, and aftercare programming available for youth, transgender youth, and young adults who are unhoused and commercially sexually exploited","year":2024,"lang":"en","type":"article","venue":"MRU-Repo","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Young adult; Psychosocial; Population; Transgender; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006302905,0.0003425303,0.0003459544,0.0001985958,0.0006646706,0.0004924824,0.000172653,0.0003150848,0.00004365361],"category_scores_gemma":[0.00007580602,0.0002639338,0.00006520287,0.0002993598,0.0001989171,0.0007641043,0.00004187906,0.0003916979,0.00001249255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004488778,"about_ca_system_score_gemma":0.0000719557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010733,"about_ca_topic_score_gemma":0.007065479,"domain_scores_codex":[0.9975864,0.0003992813,0.0005250491,0.0007983795,0.000213019,0.000477844],"domain_scores_gemma":[0.9988292,0.0001650858,0.00017641,0.000473563,0.0001318329,0.000223937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003234898,0.0001224487,0.35897,0.002219121,0.0002111857,0.00001421222,0.6136038,0.00000148492,0.00004012999,0.0001896081,0.0007493729,0.02355512],"study_design_scores_gemma":[0.00914738,0.00383731,0.4699696,0.00141311,0.004556532,0.0001195326,0.4894703,0.001756006,0.0001029495,0.003589984,0.01339005,0.002647191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862286,0.009602462,0.0002754824,0.0005467256,0.0007490786,0.001571739,0.00043885,0.0003202204,0.0002668313],"genre_scores_gemma":[0.9938398,0.003285683,0.0001212164,0.0001093722,0.000236836,0.0001985927,0.0002027071,0.00008756216,0.001918232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1241335,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05940736166236497,"score_gpt":0.3311094968218203,"score_spread":0.2717021351594553,"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."}}