{"id":"W7094624553","doi":"","title":"9788884536785.pdf","year":2022,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; European Commission; Natural Sciences and Engineering Research Council of Canada; Sixth Framework Programme; General Secretariat for Research and Technology; Universitat Rovira i Virgili","keywords":"Emerging technologies; Work (physics); Government (linguistics); Legislation","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":["insufficient_payload"],"category_scores_codex":[0.0008768786,0.001098835,0.0006706754,0.002668035,0.001035252,0.007315378,0.001007379,0.001751831,0.9258305],"category_scores_gemma":[0.003101005,0.0004196315,0.0004541282,0.003139539,0.0005441824,0.003696118,0.003259472,0.001386941,0.9277627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008264781,"about_ca_system_score_gemma":0.0009935796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118466,"about_ca_topic_score_gemma":0.001390132,"domain_scores_codex":[0.9992937,0.00008833632,0.00005607207,0.0001165706,0.0003545825,0.00009059257],"domain_scores_gemma":[0.9981811,0.0004141057,0.0001208542,0.0002123743,0.0005973165,0.0004741526],"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":[0.00004378245,0.00003944215,0.0001510692,0.0002109201,0.000003223302,0.00005347252,0.00005297777,0.00007488311,0.0004144138,0.00484916,0.7212788,0.272828],"study_design_scores_gemma":[0.000004493031,0.000006993405,0.000165996,0.00008099687,9.227031e-7,0.00005207091,0.00002229777,0.00002082004,0.00008405211,0.0004221745,0.999136,0.000003229426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002508654,0.0009512445,0.0008417996,0.0006169595,0.0009242283,0.00004863775,0.003944326,0.001412587,0.9910094],"genre_scores_gemma":[0.0009940928,0.00104001,0.0005020516,0.0003481598,0.000240544,0.00004926667,0.003193493,0.0006385404,0.9929939],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07416946,"threshold_uncertainty_score":0.1057937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675117770141827,"score_gpt":0.2743659511391012,"score_spread":0.2576147734376829,"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."}}