{"id":"W2946563383","doi":"10.7224/1537-2073.2018-107","title":"The Dilemma of When to Stop Disease-Modifying Therapy in Multiple Sclerosis","year":2019,"lang":"en","type":"article","venue":"International Journal of MS Care","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Multiple sclerosis; Dilemma; Disease; Intensive care medicine; Immunology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003361119,0.00009564432,0.0002341367,0.0002338758,0.00003777644,0.0000357085,0.0004155485,0.00002650373,0.00008584807],"category_scores_gemma":[0.0009410651,0.00005987504,0.0001725214,0.00009343941,0.00005356144,0.0001123028,0.0001199395,0.0002137695,0.0000132514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298644,"about_ca_system_score_gemma":0.0001345019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001404365,"about_ca_topic_score_gemma":0.00007844924,"domain_scores_codex":[0.9981474,0.00005926349,0.0004264061,0.0001141527,0.001085657,0.0001671116],"domain_scores_gemma":[0.9977022,0.0003929168,0.0001859728,0.0001737289,0.001408736,0.0001364673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002883431,0.000129617,0.8592909,0.00003747153,0.0003086911,0.00003421521,0.004473106,0.0004795892,0.04360645,0.00005694807,0.0008933576,0.08780622],"study_design_scores_gemma":[0.003520561,0.0002933448,0.9821169,0.0007717193,0.000008403394,0.000005802081,0.002088999,0.0001620367,0.003187123,0.00003287527,0.007748485,0.00006375651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933525,0.001564917,0.00002967887,0.003964157,0.0004790516,0.0003187995,0.00003191706,0.000004090245,0.0002548526],"genre_scores_gemma":[0.9978471,0.001261995,0.0003595763,0.0001888892,0.0002380286,0.00001050553,0.000003916365,0.00001330405,0.00007661828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.122826,"threshold_uncertainty_score":0.2441633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08878103940850733,"score_gpt":0.3420504272494426,"score_spread":0.2532693878409353,"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."}}