{"id":"W4248726272","doi":"10.1515/iupac.87.0315","title":"Hypotension","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Traumatic Brain Injury and Neurovascular Disturbances","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); Psychology; Computer science; 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":[0.001135862,0.001201165,0.001197961,0.002061271,0.0006620302,0.002675645,0.001817714,0.001365141,0.1703674],"category_scores_gemma":[0.009992255,0.0004153413,0.001399141,0.003748199,0.0002881176,0.001898708,0.001536009,0.001423892,0.1634531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001181838,"about_ca_system_score_gemma":0.00196556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023582,"about_ca_topic_score_gemma":0.01569057,"domain_scores_codex":[0.9980203,0.0003061036,0.0004124644,0.0006990334,0.0003840717,0.0001780348],"domain_scores_gemma":[0.9963403,0.0008882366,0.0005330967,0.0008150762,0.001191995,0.0002313778],"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":[0.000273129,0.00002550857,0.003268528,0.001150796,0.00004945163,0.00003698574,0.00002444468,0.000140825,0.00008857386,0.0008472692,0.9817933,0.01230109],"study_design_scores_gemma":[0.000254723,0.00002635325,0.007292852,0.0006613578,0.00004313115,0.0001326,0.00007055912,0.0002260284,0.0002212777,0.001438385,0.9896057,0.00002710492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003324453,0.0002196963,0.0001631659,0.0001833262,0.00009389561,0.00004611777,0.9938525,0.0004766232,0.004632197],"genre_scores_gemma":[0.001351863,0.0002515777,0.0004668197,0.0003571253,0.00004749635,0.0001702204,0.993179,0.0001072234,0.004068593],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1703674,"threshold_uncertainty_score":0.5699359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02220889957425458,"score_gpt":0.388901164661591,"score_spread":0.3666922650873364,"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."}}