{"id":"W1964623671","doi":"10.1517/17460441.2015.981254","title":"MicroRNA in neurodegenerative drug discovery: the way forward?","year":2014,"lang":"en","type":"editorial","venue":"Expert Opinion on Drug Discovery","topic":"MicroRNA in disease regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Neurodegeneration; microRNA; Neuroprotection; Neuroscience; Biology; Disease; Bioinformatics; Medicine; Gene; Pathology; Genetics","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"],"consensus_categories":[],"category_scores_codex":[0.0005061188,0.0007912567,0.0005854302,0.000157205,0.0002124364,0.0004092772,0.0009919694,0.0006431464,0.00002002056],"category_scores_gemma":[0.0005323276,0.0005977955,0.000462986,0.000178345,0.0002291866,0.00005365518,0.0004684022,0.0007060825,0.00005064295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893624,"about_ca_system_score_gemma":0.0004562585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001758037,"about_ca_topic_score_gemma":0.0002042088,"domain_scores_codex":[0.9959081,0.0006278156,0.0006743898,0.00140837,0.0007849516,0.0005963126],"domain_scores_gemma":[0.9975176,0.0002759862,0.0004519536,0.001502226,0.0001291278,0.0001230794],"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":[0.0003898171,0.0001658092,0.00001892204,0.00003983231,0.0000823064,0.000003179253,0.0002235086,0.0004393925,0.02869911,0.0001369433,0.9694217,0.0003794528],"study_design_scores_gemma":[0.0009930303,0.0001081593,0.0001111568,0.0002434939,0.000009423544,0.00000153226,0.0001043573,0.00005623163,0.05471645,0.00006407143,0.9428908,0.0007012677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03845288,0.01561641,0.0006524498,0.002244168,0.9390678,0.00154715,0.001224975,0.00005356221,0.001140593],"genre_scores_gemma":[0.08778277,0.008698487,0.00005775112,0.001190156,0.876768,0.0004801075,0.01220977,0.0003148056,0.01249817],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06229983,"threshold_uncertainty_score":0.9996473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007008462281917437,"score_gpt":0.2652530149778221,"score_spread":0.2582445526959046,"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."}}