{"id":"W2957944957","doi":"10.1002/cncy.22159","title":"A cancer screening crisis for transgender patients","year":2019,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Medicine; Family medicine; Cancer; Cervical cancer; Feeling; Breast cancer; Cancer screening; Gynecology; Obstetrics; Internal medicine; Gender studies; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001922556,0.000222456,0.0003956018,0.000166211,0.0001443778,0.00001846191,0.0002809599,0.0002818903,0.003955544],"category_scores_gemma":[0.00001498696,0.0002227152,0.0001649126,0.0001791592,0.00006852471,0.000100531,0.00003207086,0.0002319423,0.0003629096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238384,"about_ca_system_score_gemma":0.0001336409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004634859,"about_ca_topic_score_gemma":0.0008297276,"domain_scores_codex":[0.9980185,0.000138586,0.0003545589,0.0005985274,0.0001317355,0.0007581038],"domain_scores_gemma":[0.9990155,0.00007716625,0.0001487473,0.0004360598,0.0001720334,0.0001505251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003221025,0.0001263124,0.8980851,0.0003665314,0.00007501795,0.000007460343,0.002658242,0.00003004652,0.0001497658,0.001925293,0.07386079,0.02239338],"study_design_scores_gemma":[0.005076715,0.0004376141,0.8613093,0.00002096265,0.0002049459,0.00001297234,0.000321718,0.00002096186,0.00006477461,0.001002457,0.1310284,0.0004991819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724181,0.00320736,0.001729344,0.0041407,0.006900474,0.001060763,0.0005339185,0.0001039125,0.009905403],"genre_scores_gemma":[0.9763522,0.0004591729,0.0003068263,0.007108969,0.001169855,0.001174114,0.00004703972,0.00008107437,0.0133008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05716756,"threshold_uncertainty_score":0.996955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0537325272508514,"score_gpt":0.4063610830658721,"score_spread":0.3526285558150207,"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."}}