{"id":"W4408570773","doi":"10.1016/j.neurol.2025.01.362","title":"Diagnostic de la SEP : où en est la dissémination temporelle ?","year":2025,"lang":"fr","type":"article","venue":"Revue Neurologique","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Gynecology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001569925,0.0001806141,0.0002688856,0.00006328776,0.0004758773,0.00008285297,0.0002896799,0.0005895757,0.0001000842],"category_scores_gemma":[0.00846622,0.0001981971,0.0001362545,0.0005217667,0.0009901,0.0001026618,0.0001213441,0.0006133213,0.00005748947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003074829,"about_ca_system_score_gemma":0.0003152464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875175,"about_ca_topic_score_gemma":0.001961783,"domain_scores_codex":[0.9957985,0.003059052,0.0002351638,0.0003193615,0.0001323554,0.0004556253],"domain_scores_gemma":[0.9886637,0.0109383,0.00009639021,0.0001467937,0.00005761043,0.00009724122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001177124,0.0003243349,0.04919489,0.0002053912,0.00005736579,0.0002916479,0.01710103,0.0001347982,0.0000302713,0.8469753,0.04843561,0.03723761],"study_design_scores_gemma":[0.0001747179,0.0001165885,0.1117723,0.0001216862,0.00007472025,0.000006254666,0.0006772943,0.0002660898,0.00002301549,0.04409008,0.8425032,0.0001740479],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1462467,0.02572253,0.0009156774,0.06027443,0.002921829,0.0005459177,0.00002152099,0.0001876582,0.7631638],"genre_scores_gemma":[0.9272303,0.02355298,0.0001495627,0.00100955,0.0006933897,0.00007606883,0.000003227537,0.00001373549,0.04727119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8028852,"threshold_uncertainty_score":0.9998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009939020145665983,"score_gpt":0.2697358454483582,"score_spread":0.2597968253026922,"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."}}