{"id":"W4250885288","doi":"10.1515/iupac.87.0364","title":"Meningocele","year":2016,"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":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006470701,0.001130364,0.001340729,0.003409582,0.0005090747,0.001737493,0.001570453,0.001325453,0.06577823],"category_scores_gemma":[0.008842564,0.0003312426,0.001493078,0.003724756,0.0002485567,0.001176754,0.001354402,0.001274543,0.03443461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163614,"about_ca_system_score_gemma":0.002429078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01426208,"about_ca_topic_score_gemma":0.02910837,"domain_scores_codex":[0.9991785,0.0001025692,0.0002460383,0.0002364693,0.0001462473,0.00009008763],"domain_scores_gemma":[0.9966854,0.000943142,0.0008204324,0.000614676,0.0007013818,0.0002349455],"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":[0.0006129604,0.000036007,0.009523279,0.005868255,0.0002139461,0.0001926402,0.00003081516,0.0004465178,0.0001819242,0.0008634018,0.9554606,0.02656961],"study_design_scores_gemma":[0.0007239322,0.00007297899,0.03672406,0.006000121,0.0002642472,0.001188822,0.000128343,0.0006249152,0.0005653717,0.002745597,0.9508858,0.00007582553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005255981,0.0005436463,0.0001014842,0.00008319061,0.00003682341,0.00004229422,0.9965905,0.0001483381,0.001928208],"genre_scores_gemma":[0.002318439,0.0006432383,0.0004838642,0.0001812811,0.00003028003,0.0002150835,0.9947215,0.00003982136,0.001366476],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06577823,"threshold_uncertainty_score":0.2200501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608523377999249,"score_gpt":0.419110204365656,"score_spread":0.4030249705856636,"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."}}