{"id":"W115809580","doi":"10.1017/s0317167100053804","title":"Treatment Optimization in Multiple Sclerosis","year":2004,"lang":"en","type":"review","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of British Columbia; Trillium Health Centre; University of Alberta; University of Calgary; Hôpital Charles-Le Moyne; Ottawa Hospital; Foothills Medical Centre; University of Ottawa","funders":"","keywords":"Multiple sclerosis; Medicine; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002348091,0.0008337859,0.002476544,0.003444521,0.00046037,0.001116232,0.001093915,0.002001781,0.003157764],"category_scores_gemma":[0.004215076,0.0002981309,0.001123231,0.004027158,0.0008811011,0.001370068,0.0005803204,0.00170024,0.0006425985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001957686,"about_ca_system_score_gemma":0.002713679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005529291,"about_ca_topic_score_gemma":0.01010913,"domain_scores_codex":[0.9982064,0.00091351,0.0002718861,0.0001530192,0.000397818,0.00005743751],"domain_scores_gemma":[0.9981614,0.001267105,0.0003060774,0.00004088959,0.0001898577,0.00003467264],"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":[0.0001551761,0.00009139728,0.0003217905,0.05052546,0.0003370259,0.0002560385,0.0001352347,0.0007876271,0.000251989,0.004459457,0.01643795,0.9262409],"study_design_scores_gemma":[0.0003232074,0.0003459775,0.006057721,0.08263191,0.001373012,0.004917915,0.0004453051,0.0006975156,0.0006524387,0.01308931,0.8893988,0.00006696281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007255217,0.9990256,0.00007030664,0.0002919904,0.00006889512,0.000005687643,0.000004708962,0.000002180913,0.0004580441],"genre_scores_gemma":[0.002114728,0.9968678,0.0003843822,0.000336303,0.00008906053,0.00001507093,0.00001085036,0.000001230722,0.0001805132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005529291,"threshold_uncertainty_score":0.01420408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060235784308258,"score_gpt":0.3557642290436693,"score_spread":0.1497406506128435,"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."}}