{"id":"W4246761479","doi":"10.1515/iupac.88.1031","title":"Meningocele","year":2017,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Terminology; Relation (database); Computer science; Linguistics; Philosophy; Data mining","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000300674,0.0003209277,0.0006487129,0.0002777235,0.0002668879,0.00006942374,0.0003167374,0.0003388371,0.00233781],"category_scores_gemma":[0.0006305532,0.0002696358,0.0002180472,0.00009422593,0.000155363,0.0001162007,0.0001325512,0.0006049661,0.00001528861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815572,"about_ca_system_score_gemma":0.001000462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974446,"about_ca_topic_score_gemma":0.0002956664,"domain_scores_codex":[0.9980899,0.00001656289,0.0003647294,0.0003060917,0.0008895167,0.0003332154],"domain_scores_gemma":[0.9976826,0.00001986915,0.0002962386,0.001292368,0.0004650174,0.0002439109],"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":[0.0001721378,0.0001857716,0.00001205549,0.0003109797,0.0001194073,0.0001519503,0.00001030067,2.135961e-7,0.000005421881,0.00001029438,0.9976764,0.001345053],"study_design_scores_gemma":[0.001276467,0.0004642674,0.0004149537,0.0005242126,0.0004950706,0.0001567319,0.00002175906,0.00000736084,0.00001131973,0.00004493012,0.9963245,0.0002584483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002087709,0.000694348,0.00003732368,0.001097449,0.0006490689,0.0003624877,0.9961954,0.00007442741,0.0006806708],"genre_scores_gemma":[0.00004475766,0.0009273484,0.0001592506,0.0006074917,0.0009784573,0.00001798572,0.9952394,0.00002946305,0.001995823],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.002322521,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02315615733207597,"score_gpt":0.4609417973148978,"score_spread":0.4377856399828218,"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."}}