{"id":"W4240522128","doi":"10.3410/f.732084539.793568396","title":"Faculty Opinions recommendation of Multiple sclerosis and HLA genotypes: A possible influence on brain atrophy.","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiple sclerosis; Atrophy; Genotype; Human leukocyte antigen; Medicine; Psychology; Biology; Pathology; Immunology; Genetics; Antigen; Gene","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":[0.001899293,0.002076597,0.001834923,0.002968107,0.0007193509,0.002707943,0.002786437,0.003245589,0.06046952],"category_scores_gemma":[0.01492415,0.0005427082,0.002058798,0.003994522,0.000347731,0.001406056,0.001902399,0.001631075,0.06357682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322048,"about_ca_system_score_gemma":0.002781963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01914476,"about_ca_topic_score_gemma":0.0500263,"domain_scores_codex":[0.9982095,0.0003480501,0.0002761548,0.0005517185,0.0003885821,0.000225935],"domain_scores_gemma":[0.9954706,0.001471905,0.0006379215,0.0009321604,0.001012107,0.0004752503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001984094,0.00003378547,0.00329145,0.001262949,0.0001359206,0.00003658487,0.00001499078,0.0001902524,0.0001721616,0.0002009309,0.9897164,0.004746234],"study_design_scores_gemma":[0.000847678,0.00004972515,0.0208018,0.001030199,0.0003228802,0.0002365549,0.00006850988,0.001153952,0.0006736882,0.001811601,0.9729422,0.000061161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003490699,0.0002322445,0.00008573361,0.000221499,0.00005963906,0.00001761835,0.9979001,0.000307056,0.0008269174],"genre_scores_gemma":[0.001370926,0.0001450151,0.0003654555,0.0001761648,0.00002792134,0.00007917147,0.9964681,0.00007083166,0.001296371],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06046952,"threshold_uncertainty_score":0.2022907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06737757212350969,"score_gpt":0.3351041750806092,"score_spread":0.2677266029570995,"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."}}