{"id":"W2912436088","doi":"10.1111/ene.13925","title":"Prodrome in relapsing‐remitting and primary progressive multiple sclerosis","year":2019,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Dalhousie University; University of Saskatchewan; University of British Columbia","funders":"National Multiple Sclerosis Society","keywords":"Prodrome; Medicine; Multiple sclerosis; Confidence interval; Cohort; Pediatrics; Population; Demography; Internal medicine; Psychiatry; Environmental health; Psychosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005633251,0.0002808909,0.00030392,0.001289637,0.0006933682,0.000409311,0.0004694723,0.0003404177,0.001663689],"category_scores_gemma":[0.001880251,0.000214052,0.0003230294,0.001193163,0.0004292431,0.0003704793,0.0005083341,0.0004465283,0.0001064942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065361,"about_ca_system_score_gemma":0.001499593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1007048,"about_ca_topic_score_gemma":0.1170468,"domain_scores_codex":[0.9995542,0.00006696151,0.00004577771,0.00009190364,0.0001631015,0.00007803809],"domain_scores_gemma":[0.9988135,0.0001058755,0.0007902941,0.00003498195,0.0001029276,0.0001524694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131507,0.00003367662,0.9973536,0.00004504599,0.00002892808,0.0003583022,0.000167568,0.00002455718,0.0001764889,0.00004880607,0.0001034305,0.001528156],"study_design_scores_gemma":[0.00000415678,0.00004726202,0.9989441,0.00001378188,0.000009192444,0.0007128898,0.0001216577,0.0000239787,0.00001976612,0.00002075286,0.00008103941,0.000001401344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981743,0.0009576999,0.00003555707,0.00007254167,0.000004860188,0.00001382871,0.0002508256,0.000003041718,0.0004872241],"genre_scores_gemma":[0.999186,0.0003352797,0.0000911133,0.00002172804,0.000007804107,0.0000052344,0.0002378358,8.771794e-7,0.0001139773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007048,"threshold_uncertainty_score":0.2002373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04507502950754499,"score_gpt":0.2631818129174017,"score_spread":0.2181067834098567,"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."}}