{"id":"W7069664806","doi":"","title":"Preface","year":2020,"lang":"en","type":"article","venue":"TU/e Research Portal","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Anna University; University of Waterloo; University of California, Irvine; Universität Salzburg; Aalborg Universitet; Dalhousie University; Oulun Yliopisto; Technische Universiteit Eindhoven; Università degli Studi di Padova; University of Twente; University of Wollongong","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001894534,0.00085116,0.0005221922,0.003221948,0.002630481,0.003375294,0.001113346,0.0009106905,0.4825496],"category_scores_gemma":[0.01731078,0.0002429929,0.0004746525,0.001801773,0.0005311889,0.001970309,0.002205311,0.002519266,0.3601954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872211,"about_ca_system_score_gemma":0.002700645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005906308,"about_ca_topic_score_gemma":0.006641516,"domain_scores_codex":[0.9990153,0.0001822446,0.00006279426,0.000131088,0.0005139834,0.00009453065],"domain_scores_gemma":[0.9920673,0.001141603,0.0002288313,0.0005839232,0.004827407,0.001150876],"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":[0.00002283402,0.00001473298,0.00008376517,0.00005441246,9.956744e-7,0.00003036647,0.00005451296,0.00002862471,0.00006724118,0.002836026,0.9681125,0.02869402],"study_design_scores_gemma":[0.000003410906,0.000009483248,0.0002411166,0.00008443544,0.000001069785,0.00003333249,0.00008735582,0.00001716083,0.00006751087,0.001584546,0.9978671,0.000003505848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001461245,0.006566166,0.00661196,0.03096199,0.2199302,0.0008073312,0.01616611,0.002085318,0.7154097],"genre_scores_gemma":[0.004478323,0.002789377,0.002477667,0.005971165,0.01856385,0.0004113316,0.008722781,0.0008467532,0.9557388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5174505,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1709510359156701,"score_gpt":0.4284310365900961,"score_spread":0.257480000674426,"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."}}