{"id":"W6987758412","doi":"","title":"Treatment selection and experience in multiple sclerosis: survey of neurologists","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fingolimod; Glatiramer acetate; Multiple sclerosis; Medical prescription; Natalizumab; Alternative medicine; Neurology; General practice","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001787522,0.00008643493,0.0002527363,0.0006883328,0.0005480836,0.0007350658,0.0003630501,0.0007327072,0.001741237],"category_scores_gemma":[0.007820624,0.0002446383,0.0002522916,0.0008117421,0.0003497709,0.001068741,0.000651311,0.0005863821,0.000363471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000714857,"about_ca_system_score_gemma":0.000815074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036964,"about_ca_topic_score_gemma":0.01761167,"domain_scores_codex":[0.9983003,0.0006214647,0.0002264226,0.0001602505,0.000473782,0.0002178505],"domain_scores_gemma":[0.9926051,0.001558631,0.003570498,0.00009510876,0.0007207147,0.001449935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000714374,0.000134848,0.9864204,0.00005412338,0.00002828336,0.0001998983,0.004134665,0.00003845631,0.0001801781,0.00002711024,0.001983996,0.006726545],"study_design_scores_gemma":[0.00001658533,0.0002279629,0.9845867,0.00008636437,0.00001199279,0.0009307328,0.01113676,0.0002044803,0.00006158494,0.00002016186,0.00270299,0.00001370923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967943,0.0006085531,0.00003170944,0.0012153,0.00001329991,0.000011999,0.0001720986,0.000002858196,0.001149873],"genre_scores_gemma":[0.9982001,0.0007125782,0.0000858096,0.0004687723,0.00002851883,0.00001656416,0.0001493847,0.000002618477,0.0003355323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036964,"threshold_uncertainty_score":0.02061856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5815711787806448,"score_gpt":0.5767117310179385,"score_spread":0.004859447762706304,"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."}}