{"id":"W4248512639","doi":"10.1515/iupac.87.0319","title":"Ictus","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Relation (database); Chemical nomenclature; Computer science; Psychology; Medicine; Engineering ethics; Chemistry; Linguistics; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000359013,0.0005283672,0.000912177,0.0003065724,0.00005779129,0.00002664197,0.0003613002,0.0004208902,0.009869723],"category_scores_gemma":[0.0006074113,0.0003700819,0.0002768948,0.0001742483,0.0001584162,0.00004513866,0.0003665081,0.0005832773,0.00002203403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000812428,"about_ca_system_score_gemma":0.000701472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004941217,"about_ca_topic_score_gemma":0.00004339841,"domain_scores_codex":[0.9966688,0.00003168523,0.0005288898,0.0006508637,0.001571207,0.00054855],"domain_scores_gemma":[0.9974625,0.00006451608,0.0002564662,0.001518128,0.0004032787,0.0002951816],"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":[0.0003132814,0.0002083198,0.00001771798,0.0003351732,0.0004375563,0.0007654502,0.000004102555,5.899036e-8,0.00002891316,0.000002569332,0.9928481,0.005038769],"study_design_scores_gemma":[0.002374028,0.0003575808,0.00005416019,0.000848475,0.0007464465,0.0001269622,0.000017827,0.000001277942,0.00006688339,0.00001035493,0.9950204,0.0003756383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005925388,0.0008165123,0.0002055529,0.002901822,0.00086971,0.000624821,0.9924273,0.0001341923,0.001960853],"genre_scores_gemma":[0.000008394107,0.001309782,0.0001851225,0.001885747,0.002179213,0.00002618933,0.9866238,0.00006732845,0.007714462],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009847688,"threshold_uncertainty_score":0.9998751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013314011192316,"score_gpt":0.3958520499853872,"score_spread":0.3825380387930712,"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."}}