{"id":"W2124185868","doi":"10.1177/2158244013503836","title":"Island Lives","year":2013,"lang":"en","type":"article","venue":"SAGE Open","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Transgender; Needs assessment; Health care; Service provider; Psychology; Nursing; Gerontology; Medical education; Service (business); Sociology; Medicine; Political science; Gender studies; Business; Social science","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":[0.0004674987,0.0003621824,0.0003034952,0.0005884554,0.005594491,0.00341084,0.0008097165,0.0008427564,0.2309347],"category_scores_gemma":[0.001076735,0.000135248,0.000242137,0.0007911526,0.0005923615,0.001858228,0.004831017,0.001744915,0.05843892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002138557,"about_ca_system_score_gemma":0.003133525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06055084,"about_ca_topic_score_gemma":0.1935261,"domain_scores_codex":[0.9995547,0.0000607718,0.00001750462,0.00005370437,0.0001503894,0.000162879],"domain_scores_gemma":[0.9994465,0.00002559713,0.00002102086,0.00004044329,0.0001975302,0.0002689656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006242902,0.0001124721,0.009680947,0.0002218125,0.00001111525,0.000531134,0.01335152,0.00003433379,0.0005640124,0.02372754,0.7107149,0.2409877],"study_design_scores_gemma":[0.000002324924,0.00001411734,0.00426704,0.00006096537,0.000001999818,0.0001100577,0.006525607,0.00001160399,0.00003841874,0.0004907564,0.9884716,0.000005457726],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02955789,0.001672199,0.0003918453,0.009560143,0.001448359,0.0001454559,0.004243342,0.0002887966,0.952692],"genre_scores_gemma":[0.05522316,0.001602226,0.0009304989,0.003704173,0.0001342247,0.0001525523,0.004721234,0.0001440226,0.933388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2309347,"threshold_uncertainty_score":0.7725534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04209424407511218,"score_gpt":0.3955239354112024,"score_spread":0.3534296913360902,"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."}}