{"id":"W4402192861","doi":"10.1016/j.jocn.2024.110810","title":"Prognostic significance of paramagnetic rim lesions in multiple sclerosis: A systematic review","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Neuroscience","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Multiple sclerosis; Clinical significance; Pathology; Psychiatry","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":[0.004419979,0.001360383,0.009016883,0.004900559,0.0004473756,0.002098611,0.001667474,0.001970208,0.004582347],"category_scores_gemma":[0.02025755,0.001060001,0.01013469,0.006955689,0.0007332157,0.001923644,0.001494405,0.001417746,0.0003271037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001440659,"about_ca_system_score_gemma":0.004057637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008159401,"about_ca_topic_score_gemma":0.02656433,"domain_scores_codex":[0.9970466,0.0008619034,0.001156158,0.0004035653,0.0004055424,0.00012625],"domain_scores_gemma":[0.9861269,0.01045114,0.002291905,0.0002164768,0.0007310029,0.0001825899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00087678,0.00003344281,0.005471176,0.8700014,0.08899032,0.0001496393,0.0001452727,0.0001776233,0.0002025744,0.0001524514,0.001656962,0.03214227],"study_design_scores_gemma":[0.001126714,0.0002893693,0.01992778,0.2847218,0.6843823,0.0003903572,0.0003278696,0.0001735934,0.0001612141,0.0004723237,0.007928304,0.00009848264],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001621519,0.9977233,0.00009000672,0.0000893378,0.00006174884,0.00006447894,0.0002580914,0.000005465468,0.00008603798],"genre_scores_gemma":[0.03536283,0.9632884,0.0004554779,0.0003383724,0.00009447682,0.0001279347,0.0002434365,0.000005103045,0.00008399897],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009016883,"threshold_uncertainty_score":0.02337539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4848146553860386,"score_gpt":0.5088410166277328,"score_spread":0.02402636124169427,"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."}}