{"id":"W2579133420","doi":"10.1177/1352458516681198","title":"Infection-related health care utilization among people with and without multiple sclerosis","year":2016,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Saskatchewan; Dalhousie University; University of British Columbia","funders":"National Multiple Sclerosis Society","keywords":"Multiple sclerosis; Medicine; Intensive care medicine; Environmental health; Immunology","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":[0.0005680532,0.0001684287,0.0003278861,0.001186457,0.0004677773,0.0007589206,0.0003374265,0.0003895164,0.001066252],"category_scores_gemma":[0.00229886,0.0001611375,0.000488963,0.002070782,0.0003832673,0.0003923268,0.0005735056,0.0005142412,0.0001051252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468917,"about_ca_system_score_gemma":0.001364775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2294968,"about_ca_topic_score_gemma":0.248972,"domain_scores_codex":[0.999198,0.0001419308,0.0001003438,0.0001301647,0.000219268,0.0002103122],"domain_scores_gemma":[0.9983902,0.0001951865,0.000877675,0.00004670603,0.0002068556,0.0002834909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001789449,0.00001058761,0.9987495,0.00001561876,0.00004270944,0.00001946543,0.00008951279,0.00001855322,0.00001695077,0.00001007179,0.00007900192,0.0009300812],"study_design_scores_gemma":[0.000001230115,0.00001319177,0.9995949,0.00001870286,0.00001328468,0.00004688742,0.0001711999,0.0000384522,0.00000799038,0.00001045446,0.00008194659,0.000001664315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965849,0.00139971,0.00002337306,0.0001943101,0.000006324099,0.000007038806,0.001226399,0.000002265031,0.0005556722],"genre_scores_gemma":[0.9988531,0.0005685772,0.00002480137,0.00005207439,0.000007708912,0.000004834839,0.0004212465,6.657952e-7,0.00006688837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2294968,"threshold_uncertainty_score":0.456322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09660709667929776,"score_gpt":0.3102561659113044,"score_spread":0.2136490692320067,"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."}}