{"id":"W6982113930","doi":"","title":"Guest Editors' Choice","year":2014,"lang":"en","type":"article","venue":"LSTM Online Archive (Liverpool School of Tropical Medicine)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001599567,0.0003364838,0.0008673951,0.0002291277,0.00007828636,0.000007889427,0.0003641039,0.0001669597,0.0004695479],"category_scores_gemma":[0.0135104,0.0002469154,0.0002006111,0.0002688027,0.0005576474,0.0000984723,0.0001857576,0.000813499,0.0001789581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005163881,"about_ca_system_score_gemma":0.0001162793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007494578,"about_ca_topic_score_gemma":0.0001055724,"domain_scores_codex":[0.9973019,0.0001755771,0.0007166636,0.0004906738,0.0008173577,0.0004978477],"domain_scores_gemma":[0.9957511,0.002119192,0.0002300435,0.0006872447,0.0002073572,0.001005008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009521071,0.001228598,0.7396293,0.0004398495,0.0002747999,0.0001127311,0.0001433361,0.00002306957,0.007133966,0.002708282,0.2298778,0.01747613],"study_design_scores_gemma":[0.003970145,0.002801118,0.8296181,0.001100937,0.0003392074,0.00004690159,0.00005709847,0.001259862,0.0004379679,0.0009097775,0.1592187,0.0002402464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8580087,0.001458263,0.04436466,0.02489379,0.0115399,0.001846193,0.0004268218,0.00077596,0.0566857],"genre_scores_gemma":[0.9227617,0.0001749576,0.02046238,0.003213155,0.0522944,0.00001764552,0.0004403815,0.00005987783,0.0005755338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08998872,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526432869826757,"score_gpt":0.2866927021683121,"score_spread":0.2714283734700445,"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."}}