{"id":"W2041576978","doi":"10.1159/000086480","title":"Disease Management in Multiple Sclerosis","year":2005,"lang":"en","type":"article","venue":"European Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Multiple sclerosis; Disease; Medicine; Neuroscience; Psychology; Psychiatry; Pathology","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":[0.004303213,0.0001949939,0.0006584737,0.002500203,0.001000245,0.001521458,0.0004117187,0.0005215901,0.001431493],"category_scores_gemma":[0.01166835,0.00009980652,0.0003949316,0.00335283,0.0002892262,0.0009885432,0.000875668,0.0006180335,0.0002993579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298754,"about_ca_system_score_gemma":0.002095526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003617768,"about_ca_topic_score_gemma":0.004592229,"domain_scores_codex":[0.9950727,0.002931673,0.0009522039,0.0001671395,0.0006524174,0.000223934],"domain_scores_gemma":[0.9956125,0.001485455,0.001487479,0.0001265037,0.0006933126,0.0005946776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001550094,0.00135903,0.3297669,0.002857207,0.0006326221,0.0008615318,0.002464088,0.0002433202,0.000610672,0.002400221,0.02109865,0.6361557],"study_design_scores_gemma":[0.0005202608,0.002452266,0.9063302,0.004306162,0.0009693849,0.003465281,0.003672133,0.0003424085,0.000601918,0.002827728,0.07446529,0.00004688268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4927617,0.4468352,0.0005982426,0.02369243,0.001063385,0.000220787,0.0008687696,0.00004221986,0.03391719],"genre_scores_gemma":[0.9313996,0.05993859,0.001260892,0.003082573,0.001279382,0.0002258946,0.0006924607,0.000008523635,0.002111923],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004303213,"threshold_uncertainty_score":0.02275789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08590511498013578,"score_gpt":0.2909931542652907,"score_spread":0.2050880392851549,"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."}}