{"id":"W2522988452","doi":"","title":"Behavioural signatures of neuroinflammation","year":2015,"lang":"en","type":"article","venue":"Journal of Neurological Disorders","topic":"Neuroinflammation and Neurodegeneration Mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Experimental autoimmune encephalomyelitis; Multiple sclerosis; Neuroinflammation; Encephalomyelitis; Medicine; In vivo; Immunology; Neuroscience; Psychology; Biology; Inflammation","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":[],"consensus_categories":[],"category_scores_codex":[0.000292915,0.0001477561,0.00025378,0.000201648,0.00005185473,0.0000344286,0.0003560474,0.0000809147,0.00005812583],"category_scores_gemma":[0.002140362,0.0001118857,0.0001683002,0.0002850741,0.0001064349,0.000338628,0.0000536604,0.0003705912,0.00001359237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006888987,"about_ca_system_score_gemma":0.00005750622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.737924e-7,"about_ca_topic_score_gemma":0.00000150165,"domain_scores_codex":[0.997828,0.0004397825,0.0006935016,0.0001984275,0.0006606633,0.0001796422],"domain_scores_gemma":[0.9985603,0.0002397527,0.0006951531,0.0001591999,0.000154874,0.0001907208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003789291,0.0002051901,0.001271688,0.000006782751,0.000002232039,0.000100756,0.0001162143,0.005781301,0.9822993,0.006800902,0.0009704287,0.002066281],"study_design_scores_gemma":[0.002830571,0.005715072,0.01744037,0.00001115076,0.00004558172,0.000408416,0.00005264986,0.005923603,0.9474285,0.01685882,0.002972295,0.0003129542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953262,0.00002479498,0.0007514455,0.002272288,0.000700075,0.0001378753,0.000003161892,0.0000370337,0.0007471282],"genre_scores_gemma":[0.9986363,0.00006439017,0.0002451001,0.0009199543,0.00006773557,0.000001601406,6.006117e-7,0.00001442698,0.00004990813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03487077,"threshold_uncertainty_score":0.4562568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07132503041967998,"score_gpt":0.2782834889119966,"score_spread":0.2069584584923166,"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."}}