{"id":"W7094707865","doi":"","title":"Keynote","year":2015,"lang":"","type":"article","venue":"Scholarly Commons (University of the Pacific)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Griffin; Lesbian; Transgender; Diversity (politics); Social justice; Economic Justice; Professional association","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009818195,0.0002749312,0.0005131584,0.0001934927,0.0006233815,0.0001256307,0.001397503,0.0003362902,0.0002061673],"category_scores_gemma":[0.001636908,0.0002626984,0.0004017125,0.0009118169,0.0007959179,0.001019858,0.001243004,0.001353297,0.0005996141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403969,"about_ca_system_score_gemma":0.0005785649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981177,"about_ca_topic_score_gemma":0.0003232925,"domain_scores_codex":[0.9975848,0.0004604871,0.0002369376,0.0003750374,0.0008569694,0.0004857476],"domain_scores_gemma":[0.99646,0.0003105143,0.000319195,0.001566765,0.0005918131,0.0007517465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003666316,0.001912006,0.6918389,0.0002967062,0.001284489,0.0005638806,0.02588964,0.0003542115,0.001684382,0.01223472,0.2324685,0.02780623],"study_design_scores_gemma":[0.01670097,0.002182317,0.5150452,0.002973262,0.003478543,0.0002219142,0.1130633,0.003390454,0.001647833,0.005266444,0.3345462,0.001483655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6258171,0.00422157,0.003239874,0.02249884,0.002345224,0.0008185054,0.0004134882,0.000150929,0.3404944],"genre_scores_gemma":[0.9846239,0.0001125482,0.001291137,0.00008186611,0.000111612,1.149835e-7,0.00001710848,0.00002314397,0.01373855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3588068,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04401155844485587,"score_gpt":0.2283776611141485,"score_spread":0.1843661026692926,"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."}}