{"id":"W2025774441","doi":"10.1080/03630240802575120","title":"Are Lesbians Really Women Who Have Sex with Women (WSW)? Methodological Concerns in Measuring Sexual Orientation in Health Research","year":2008,"lang":"en","type":"article","venue":"Women & Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Western University","funders":"","keywords":"Comparability; Sexual orientation; Categorical variable; Psychology; Reproductive health; Gender identity; Psychological intervention; Sexual identity; Sexual minority; Social psychology; Developmental psychology; Clinical psychology; Demography; Human sexuality; Gender studies; Sociology; Statistics; Population","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":[0.01861121,0.0004041295,0.001301359,0.00114767,0.0007927505,0.00006141494,0.0005206569,0.0003330524,0.0004837927],"category_scores_gemma":[0.0004723077,0.0003855583,0.00003151821,0.001560269,0.0004501991,0.0002441469,0.0001312785,0.001882278,0.0001375603],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01071591,"about_ca_system_score_gemma":0.002933567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08143109,"about_ca_topic_score_gemma":0.03394948,"domain_scores_codex":[0.9835768,0.008281925,0.001487092,0.001319396,0.001149184,0.004185556],"domain_scores_gemma":[0.9959056,0.0009107129,0.0007088406,0.0008560691,0.0001944927,0.001424231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00101141,0.0005853869,0.6065334,0.001409536,0.00003540602,0.0002509833,0.3753636,0.00006326576,0.0000061635,0.000671823,0.005457071,0.008611988],"study_design_scores_gemma":[0.003754674,0.003755757,0.8220954,0.0001023782,0.000001224207,0.00009692139,0.162393,0.00002976809,9.663855e-7,0.0009283021,0.006465183,0.0003764262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983811,0.0004754918,0.00009192296,0.007023047,0.0002206713,0.001502848,0.00006168997,0.0001215105,0.00669187],"genre_scores_gemma":[0.9691761,0.001181655,0.0003936556,0.006002643,0.0006507701,0.001306687,0.00002683171,0.0001000318,0.02116169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215562,"threshold_uncertainty_score":0.9998596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4944742522935436,"score_gpt":0.5215941026889953,"score_spread":0.02711985039545173,"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."}}