{"id":"W6926440069","doi":"10.25338/b8p60r","title":"Equate SENAS and IVD cognitive measure: Summary of methods and results","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Infections and bacterial resistance","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"National Institute on Aging","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Hyporeflexia; Emperipolesis; Fusible alloy; Proteogenomics; Dysgeusia","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":[0.006207284,0.002100089,0.001731212,0.00318022,0.0008231644,0.002423386,0.00308059,0.001391494,0.02974364],"category_scores_gemma":[0.01742858,0.0006304141,0.002096248,0.004158344,0.0005257532,0.0009013626,0.001978511,0.001869627,0.03141462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726035,"about_ca_system_score_gemma":0.002686846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01418952,"about_ca_topic_score_gemma":0.02520031,"domain_scores_codex":[0.9963876,0.0009462841,0.0005267236,0.001197202,0.000634642,0.0003076647],"domain_scores_gemma":[0.9954588,0.001790224,0.0006831874,0.0008787888,0.0008945797,0.0002944208],"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":[0.0009954436,0.0002122482,0.03246914,0.003420267,0.001210876,0.000118976,0.0001068907,0.002240823,0.0004851331,0.001221336,0.9381668,0.01935202],"study_design_scores_gemma":[0.002762552,0.0002458906,0.09896135,0.001709873,0.001221825,0.0007334842,0.0002878725,0.002698505,0.001512103,0.004043978,0.8856665,0.0001561045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00176612,0.0002332744,0.0007534265,0.0001026053,0.00002496816,0.00008821179,0.9961933,0.0002806163,0.000557568],"genre_scores_gemma":[0.002478012,0.00009381429,0.001406675,0.00005439412,0.000009538007,0.0007280911,0.9944067,0.0001347258,0.0006880309],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02974364,"threshold_uncertainty_score":0.09950238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611010566009617,"score_gpt":0.3006401086637969,"score_spread":0.2645300030037008,"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."}}