{"id":"W2601833078","doi":"10.1177/1352458517697831","title":"Oral rather than intravenous corticosteroids should be used to treat MS relapses – Commentary","year":2017,"lang":"en","type":"letter","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"","keywords":"Multiple sclerosis; Medicine; Intensive care medicine; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00130486,0.00145937,0.002657338,0.0009834917,0.001662124,0.001141249,0.001641228,0.001307584,0.001115646],"category_scores_gemma":[0.00220562,0.001155264,0.001167569,0.0002974728,0.0006986317,0.0004648161,0.0009038468,0.007640473,0.000300206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372728,"about_ca_system_score_gemma":0.0003478281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111444,"about_ca_topic_score_gemma":0.0007417742,"domain_scores_codex":[0.9907311,0.0007163821,0.001594759,0.001332268,0.003229026,0.002396449],"domain_scores_gemma":[0.9937465,0.0009274685,0.0009615286,0.002294951,0.0007960316,0.001273511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007815154,0.0004854295,0.0293129,0.0002546241,0.00106295,0.001695659,0.001481972,0.000007976357,0.01923109,1.329931e-7,0.9211244,0.02456135],"study_design_scores_gemma":[0.0109291,0.002245517,0.129909,0.00297405,0.000886371,0.0007565963,0.0002583044,0.00009342872,0.003480761,0.000006856581,0.8471563,0.001303665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1336329,0.0008151851,0.0001402073,0.8589939,0.002070956,0.002488402,0.0007195291,0.0002057265,0.0009332252],"genre_scores_gemma":[0.1582291,0.003333971,0.003507735,0.8009578,0.02069258,0.000469221,0.0008628031,0.0008065476,0.01114022],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1005961,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2559505459955563,"score_gpt":0.3557977262619254,"score_spread":0.09984718026636913,"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."}}