{"id":"W7162701414","doi":"","title":"Syndromes Parkinsoniens et Maladies Inflammatoires du Système Nerveux Central aux Antilles Françaises : À la Croisée des Facteurs Immunologiques et Infectieux","year":2025,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Multiple sclerosis; Neuroimmunology; Population; Human leukocyte antigen; Inflammation; Epidemiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009431281,0.0003655839,0.0002872304,0.0009572802,0.001139867,0.001259372,0.0002516526,0.0006118401,0.005204663],"category_scores_gemma":[0.002109537,0.0001312023,0.0003529194,0.0008641914,0.0009827951,0.000736117,0.0003736317,0.0007355732,0.000304776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002227343,"about_ca_system_score_gemma":0.002646311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2439301,"about_ca_topic_score_gemma":0.2377751,"domain_scores_codex":[0.9993628,0.0001514208,0.00003998581,0.0001642648,0.000105267,0.0001762017],"domain_scores_gemma":[0.9985557,0.0002817269,0.0006376841,0.0000490561,0.0002694141,0.0002064152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002674601,0.00006773817,0.9390892,0.0001646743,0.0001753161,0.003059136,0.004020926,0.0001989267,0.004020406,0.002271943,0.001508243,0.04515599],"study_design_scores_gemma":[0.00001766077,0.00009892824,0.9789869,0.0001452888,0.0000451885,0.004859939,0.002271564,0.0001579612,0.0003069438,0.0002061633,0.01287775,0.00002566002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784693,0.01195282,0.0007425958,0.003667255,0.00009918628,0.00002033373,0.0003473983,0.00001225532,0.004688874],"genre_scores_gemma":[0.9935854,0.003689921,0.0003163461,0.0004379842,0.00009076961,0.00001228411,0.00009685235,0.000004798251,0.00176566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2439301,"threshold_uncertainty_score":0.4850205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445415164515026,"score_gpt":0.2849116424230646,"score_spread":0.2604574907779144,"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."}}