{"id":"W6959860552","doi":"10.1051/ita/2024012/pdf","title":"Preface","year":2024,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678003,0.001220411,0.001121347,0.002941481,0.002867974,0.005452842,0.00190002,0.002099518,0.5412102],"category_scores_gemma":[0.01146579,0.0004527535,0.0008984699,0.002595171,0.000943102,0.004344114,0.002969698,0.003215229,0.3772711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00241231,"about_ca_system_score_gemma":0.002629726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730053,"about_ca_topic_score_gemma":0.003293352,"domain_scores_codex":[0.9983062,0.0002534295,0.0001327946,0.0003942857,0.0007367975,0.0001764763],"domain_scores_gemma":[0.9953429,0.0008833874,0.0002274836,0.0005974443,0.002230482,0.0007184251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003487019,0.00001797574,0.0001284587,0.0001622237,0.000003874879,0.00004921074,0.0001204028,0.00006430133,0.000111022,0.007374614,0.9527479,0.03918514],"study_design_scores_gemma":[0.000003064168,0.00001041117,0.0002008787,0.000113331,0.000001535486,0.00005322594,0.00006686982,0.00002187165,0.00004858679,0.00207437,0.9974015,0.000004513181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001976975,0.01581388,0.006374799,0.02750075,0.1070415,0.0004883856,0.01919421,0.00223913,0.8193703],"genre_scores_gemma":[0.0100279,0.008747496,0.003454012,0.007843125,0.01902403,0.0003762963,0.01841323,0.001597359,0.9305165],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5412102,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01629741518807697,"score_gpt":0.2656167968553635,"score_spread":0.2493193816672865,"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."}}