{"id":"W2053767620","doi":"10.4161/cib.22571","title":"Jekyll and Hide","year":2012,"lang":"en","type":"article","venue":"Communicative & Integrative Biology","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Hotchkiss Brain Institute; Ontario Brain Institute; Alberta Bible College","funders":"Alberta Innovates - Health Solutions","keywords":"Disease; Pathophysiology; Neuroscience; Neuroprotection; Function (biology); Medicine; Amyloid (mycology); Bioinformatics; Multiple sclerosis; Biology; Pathology; Immunology; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001746584,0.0001737967,0.0003148976,0.00007750838,0.0001317332,0.000006379839,0.0001588751,0.00008902259,0.0002839056],"category_scores_gemma":[0.0002246618,0.0001071845,0.00007276682,0.0001107038,0.0008520251,0.00009492944,0.0002452406,0.0003261507,0.000180942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007889872,"about_ca_system_score_gemma":0.00006906972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000965967,"about_ca_topic_score_gemma":0.00001946347,"domain_scores_codex":[0.9988502,0.0004186083,0.0001484568,0.000162483,0.00006319375,0.0003570226],"domain_scores_gemma":[0.9985721,0.000342336,0.00006173302,0.0005262471,0.0001582358,0.0003394052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004773064,0.0009131421,0.9221221,0.00001331853,0.005051135,0.000007218215,0.002430829,3.803078e-9,0.001501844,0.05142675,0.00156555,0.01449084],"study_design_scores_gemma":[0.005175432,0.003440596,0.8702855,0.000261548,0.0008360703,0.0001874208,0.00911319,0.0000563028,0.01571712,0.0107114,0.08358995,0.0006254658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7691979,0.1308086,0.0001748158,0.002476743,0.00007593583,0.0007917388,0.00008990582,0.00008809371,0.09629629],"genre_scores_gemma":[0.9956437,0.002171743,0.001412698,0.0003172786,0.0000648348,0.00009408646,0.0001584254,0.00001309502,0.0001241758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2264458,"threshold_uncertainty_score":0.4370856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06995984002632367,"score_gpt":0.4033483177542465,"score_spread":0.3333884777279228,"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."}}