{"id":"W7025524628","doi":"","title":"Where the Evidence is Not Needed","year":2013,"lang":"en","type":"article","venue":"Riviste UNIMI (Università degli studi di Milano)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit van Tilburg; Universitat de Barcelona; Eötvös Loránd Tudományegyetem; Euskal Herriko Unibertsitatea; Queen's University; Sorbonne Université; Universitatea din București; University of Twente; Universiteit van Amsterdam; Oxford Brookes University; Durham University; Ludwig-Maximilians-Universität München; University College Dublin; University of Bristol; Universität Zürich; Radboud Universiteit; University of Aberdeen; University of Leeds; University of St Andrews; Queen's University Belfast; University College London; Birkbeck, University of London; University of Central Lancashire","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001425212,0.0002527511,0.000337887,0.0001083622,0.0004329198,0.00006320347,0.000425702,0.0001158125,0.0005434394],"category_scores_gemma":[0.000287837,0.00018656,0.0001692641,0.0004554232,0.0002302511,0.0003199026,0.0003632751,0.0003367508,0.0008678506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246037,"about_ca_system_score_gemma":0.00009153156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00225049,"about_ca_topic_score_gemma":0.0001393027,"domain_scores_codex":[0.9984344,0.00007786652,0.0001812722,0.0003844609,0.0004740547,0.0004479622],"domain_scores_gemma":[0.9980319,0.0006356955,0.0001055811,0.0006962067,0.0002632375,0.0002674141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005325081,0.0004313672,0.2158009,0.0003618505,0.0009323736,0.0006540942,0.008745995,0.00004505072,0.003219991,0.003003591,0.7379496,0.0283227],"study_design_scores_gemma":[0.003700342,0.0009289596,0.8910827,0.001826367,0.001039944,0.0001438401,0.0196619,0.00274833,0.001562081,0.0001317637,0.07636204,0.0008117187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268737,0.003519109,0.0005582824,0.03577836,0.0002566518,0.0009513345,0.00003016291,0.0002558187,0.03177654],"genre_scores_gemma":[0.979309,0.0009154491,0.0004543084,0.003727542,0.0001251126,0.000009321589,0.0000112874,0.00002668266,0.01542133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6752818,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03508573683802371,"score_gpt":0.2515618917852691,"score_spread":0.2164761549472454,"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."}}