{"id":"W4245528458","doi":"10.1515/iupac.87.0233","title":"Ependymoma","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Cholinesterase and Neurodegenerative Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Chemical nomenclature; Relation (database); Computer science; Psychology; Chemistry; Linguistics; Philosophy; Data mining; Organic chemistry","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":[0.0005137931,0.0009734886,0.001308013,0.003204361,0.0005517716,0.001786664,0.001413234,0.001139692,0.05964115],"category_scores_gemma":[0.005371633,0.0003248388,0.001263195,0.004243775,0.0002801519,0.001245574,0.001411252,0.001180832,0.0408483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008928844,"about_ca_system_score_gemma":0.00150444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006676783,"about_ca_topic_score_gemma":0.01383882,"domain_scores_codex":[0.9993442,0.00005884496,0.0001899578,0.0002088453,0.0001042845,0.00009387251],"domain_scores_gemma":[0.9984297,0.0004803194,0.0002924417,0.0003195401,0.000345191,0.0001327585],"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":[0.0006767033,0.00002972958,0.008140697,0.005257024,0.0002208435,0.0006052587,0.00003178402,0.0004828648,0.0003573033,0.0008044168,0.9499233,0.03347014],"study_design_scores_gemma":[0.0007588765,0.00005642248,0.03056537,0.004022172,0.0002983941,0.003142857,0.0001288892,0.0006253603,0.0009147261,0.003192836,0.9562368,0.00005733774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001138027,0.001006254,0.0001769817,0.0001324917,0.00009072904,0.00007565138,0.9937704,0.0002025774,0.003406833],"genre_scores_gemma":[0.003073003,0.0008824589,0.0005082115,0.0002021966,0.00004355025,0.0002531585,0.9929426,0.00004674894,0.002048178],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05964115,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235082635719085,"score_gpt":0.4392943282195402,"score_spread":0.4157860646476317,"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."}}