{"id":"W3198414947","doi":"10.1177/13524585211035951","title":"The multiple sclerosis prodrome is just unspecific symptoms in radiologically isolated syndrome patients – No","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital","funders":"Alcon; Biogen; EMD Serono; Novartis; Genzyme","keywords":"Prodrome; Multiple sclerosis; Medicine; Clinically isolated syndrome; Pediatrics; Psychiatry; Psychosis","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":[0.0005140511,0.0004114137,0.0005808129,0.0008230983,0.0006170742,0.0006152639,0.0003192833,0.0007582306,0.005614313],"category_scores_gemma":[0.002783007,0.0001869112,0.000343098,0.0005067881,0.0005164187,0.0009861351,0.000310697,0.0006756446,0.0009742002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002837865,"about_ca_system_score_gemma":0.0004172414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009699275,"about_ca_topic_score_gemma":0.001430637,"domain_scores_codex":[0.9996244,0.0000735811,0.00006448325,0.00007742521,0.00008807361,0.00007206053],"domain_scores_gemma":[0.9989405,0.0002921675,0.0002999055,0.00008673152,0.0001815058,0.0001991942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003848649,0.0005049417,0.9093768,0.0005177552,0.0002280952,0.01312426,0.001024857,0.00009590954,0.01537825,0.0005856638,0.002615044,0.05269968],"study_design_scores_gemma":[0.000121737,0.001148666,0.9601536,0.0001232289,0.0001573622,0.03077914,0.000793628,0.0001001772,0.001611693,0.000664049,0.004321443,0.00002528518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852058,0.003052975,0.0001369489,0.0007891392,0.0001408244,0.00002171335,0.0002068751,0.0000152153,0.01043044],"genre_scores_gemma":[0.9978766,0.0005712592,0.0001274423,0.0002584474,0.0001635097,0.000007378471,0.0002059707,0.000004806448,0.0007844914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005614313,"threshold_uncertainty_score":0.01878172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09516910512073876,"score_gpt":0.279761138026281,"score_spread":0.1845920329055422,"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."}}