{"id":"W4400491807","doi":"10.1136/bmjebm-2023-112719","title":"Cancer screening attendance rates in transgender and gender-diverse patients: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMJ evidence-based medicine","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Academy of Medical Sciences; Wellcome Trust","keywords":"Transgender; Meta-analysis; Attendance; Cancer; Medicine; Clinical psychology; Psychology; Demography; Gerontology; Sociology; Internal medicine; Political science; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01442348,0.002395656,0.01834702,0.007708128,0.0006372875,0.003098832,0.00237847,0.002201642,0.003174244],"category_scores_gemma":[0.0375161,0.001463518,0.03917415,0.007525906,0.0006555535,0.001844441,0.001580762,0.001439725,0.0002420904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002977876,"about_ca_system_score_gemma":0.004647703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009318724,"about_ca_topic_score_gemma":0.01976945,"domain_scores_codex":[0.9909859,0.0037961,0.002886654,0.0009547637,0.001041782,0.0003348316],"domain_scores_gemma":[0.9787649,0.01573682,0.00329175,0.0005329768,0.001441719,0.0002319666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00128877,0.00003035937,0.00563008,0.5361016,0.4445886,0.0001208138,0.0001247866,0.0003886537,0.0001601592,0.0001105119,0.0005215385,0.01093407],"study_design_scores_gemma":[0.0003864045,0.0002117024,0.005051791,0.06497013,0.9273582,0.0001315872,0.00009360292,0.0001452538,0.0001094434,0.0001243573,0.001392943,0.00002457142],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005854981,0.992243,0.0003994449,0.000171452,0.0001074036,0.0003632053,0.0006206594,0.00001913779,0.0002207319],"genre_scores_gemma":[0.1535053,0.840284,0.002278066,0.0008002534,0.0001768036,0.001731248,0.0009478375,0.0000232747,0.0002532235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01834702,"threshold_uncertainty_score":0.07627952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5172235772782489,"score_gpt":0.5521889312201794,"score_spread":0.03496535394193057,"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."}}