{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002502719,0.000455468,0.0004495858,0.0009404285,0.0002060726,0.0004541395,0.0001731631,0.0003294387,0.001772343],"category_scores_gemma":[0.0003506528,0.0001302614,0.0002996972,0.00044221,0.0003192608,0.0002059662,0.0005111758,0.0006216905,0.0004603974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621278,"about_ca_system_score_gemma":0.0002129765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009437604,"about_ca_topic_score_gemma":0.00174176,"domain_scores_codex":[0.9996145,0.00006445721,0.00002543027,0.00009140613,0.0001342355,0.00007008886],"domain_scores_gemma":[0.9995251,0.00002539167,0.0001814217,0.00003161118,0.0001020338,0.0001345076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008729483,0.0001974844,0.05878634,0.0003134079,0.0001461501,0.0003627704,0.0004319333,0.0002171405,0.9141099,0.0001310096,0.0005687424,0.02386207],"study_design_scores_gemma":[0.000008880418,0.001206445,0.9512579,0.00003951924,0.0000721603,0.001066371,0.0002822392,0.0005036172,0.04365309,0.0001911254,0.00167644,0.0000421153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878651,0.002179496,0.004573,0.00008186869,0.0000489505,0.00008008195,0.001780301,0.0002116053,0.003179519],"genre_scores_gemma":[0.9907925,0.001405984,0.002768719,0.00009526085,0.00002158025,0.0001318981,0.001405504,0.00003250975,0.003346065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001772343,"threshold_uncertainty_score":0.005929053,"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."}}