{"id":"W4245450941","doi":"10.1515/iupac.88.1267","title":"Pulmonary Valve Stenosis","year":2017,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Terminology; Medicine; Computer science; Linguistics; Philosophy","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":[0.0008444209,0.0007516647,0.001915779,0.0003441238,0.0002509286,0.0001138027,0.0008112895,0.0008657795,0.002502116],"category_scores_gemma":[0.001561421,0.000679805,0.001935048,0.0001538445,0.0003470397,0.0001201168,0.000600562,0.001368008,0.00002606815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007119264,"about_ca_system_score_gemma":0.001216288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000156443,"about_ca_topic_score_gemma":0.00007451064,"domain_scores_codex":[0.9950077,0.0001144432,0.0006488097,0.001000187,0.002573939,0.000654921],"domain_scores_gemma":[0.9934146,0.00007133828,0.0004079576,0.004835945,0.0008699613,0.0004002439],"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":[0.0002518359,0.0004559879,0.0001040664,0.001029584,0.0019237,0.007127342,0.00001302422,0.000001051463,0.000003049398,0.000001308499,0.9745561,0.01453288],"study_design_scores_gemma":[0.00158766,0.0002828474,0.0007348631,0.003635212,0.003615714,0.002428391,0.00002229813,0.000004060288,0.00001805878,0.00005275864,0.9869932,0.0006249619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006907056,0.02344184,0.00004604209,0.0003683135,0.002022678,0.0009100416,0.9717733,0.0001436082,0.001225102],"genre_scores_gemma":[0.00008180478,0.006381177,0.0002645754,0.0002871584,0.002836857,0.00004795793,0.9881896,0.0001281984,0.001782664],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01706067,"threshold_uncertainty_score":0.9995653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043615741892565,"score_gpt":0.4173889300558175,"score_spread":0.3969527726368918,"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."}}