{"id":"W2029649509","doi":"10.1007/s100720170022","title":"Twenty questions about multiple sclerosis clinical trials methodologies","year":2001,"lang":"en","type":"review","venue":"Neurological Sciences","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Clinical trial; Medicine; Multiple sclerosis; Disease; Neurology; Drug trial; Intensive care medicine; Internal 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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03133821,0.0007257514,0.006742086,0.0003991149,0.0007721508,0.0002087989,0.001239185,0.0009529865,0.0005464664],"category_scores_gemma":[0.2073345,0.0003681171,0.002572619,0.001881407,0.004018735,0.0001364909,0.0009644725,0.002049326,0.0002986333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006055096,"about_ca_system_score_gemma":0.0005009694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004462428,"about_ca_topic_score_gemma":0.00002513425,"domain_scores_codex":[0.9779129,0.01472075,0.002941014,0.001875352,0.00137906,0.001170917],"domain_scores_gemma":[0.942802,0.05436809,0.001158583,0.0007979179,0.0002193214,0.0006541531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005736201,0.000248606,0.004585627,0.0007885635,0.0001394951,0.00004724972,0.000005330598,0.000002051424,0.000002558133,0.00005960847,0.003036705,0.9910268],"study_design_scores_gemma":[0.0006089886,0.002072421,0.02425702,0.002699724,0.0008649324,0.00005836508,0.0000127108,0.00006688949,5.993091e-7,0.0001224231,0.9688826,0.00035335],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002809105,0.9916032,0.0001693311,0.001412229,0.001033768,0.002699461,0.00007750031,0.0003724397,0.002351166],"genre_scores_gemma":[0.0001002061,0.988233,0.009098445,0.0006738862,0.001064571,0.0005209087,0.00002213729,0.00002869697,0.0002581476],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9906735,"threshold_uncertainty_score":0.9998771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8727368634871129,"score_gpt":0.6172911079715462,"score_spread":0.2554457555155667,"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."}}