{"id":"W4214556026","doi":"10.3410/f.718205687.793488048","title":"Faculty Opinions recommendation of Elevated CSF Tau is associated with psychosis in Alzheimer's disease.","year":2013,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosis; Disease; Political science; Gerontology; Dementia; Alzheimer's disease; Medicine; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001758702,0.0006188435,0.0009180494,0.0002754589,0.0002251344,0.00009893572,0.001474927,0.0005978429,0.004254015],"category_scores_gemma":[0.004404542,0.0004141394,0.0003374099,0.002821694,0.0006091811,0.0006406364,0.0005445005,0.001236271,0.0003142047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004042649,"about_ca_system_score_gemma":0.0002154765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004931897,"about_ca_topic_score_gemma":0.00005110649,"domain_scores_codex":[0.993854,0.0008710096,0.001622124,0.001123254,0.001957787,0.0005717896],"domain_scores_gemma":[0.9949828,0.0002027413,0.001852423,0.001562953,0.0008652273,0.0005338883],"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":[0.00001288324,0.0006222848,0.0004218571,0.0007539354,0.0001422776,4.643852e-7,0.0001245035,6.187527e-7,0.000001327397,0.000007680208,0.9951802,0.002731999],"study_design_scores_gemma":[0.0007144475,0.00009377451,0.07403193,0.008353243,0.0002349937,0.000004351377,0.0000222765,0.00003338177,0.000008497892,0.00002084991,0.9160834,0.0003988477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001500403,0.0004078344,0.00001489118,0.1545396,0.0002321978,0.002264006,0.8424209,0.00002812338,0.00007746651],"genre_scores_gemma":[0.0001124963,0.0005167195,0.0002702361,0.01081191,0.00006317144,0.0005808215,0.9872837,0.00004000208,0.0003209324],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1448628,"threshold_uncertainty_score":0.999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03561680950018044,"score_gpt":0.3377517295844197,"score_spread":0.3021349200842393,"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."}}