{"id":"W2337307418","doi":"10.1212/wnl.86.16_supplement.p3.044","title":"Who Participates in MS Clinical Trials? The NARCOMS Experience (P3.044)","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Clinical trial; Medicine; Psychology; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03167206,0.0001319931,0.0006716676,0.0007324853,0.00319995,0.004045698,0.001118726,0.001805729,0.01892888],"category_scores_gemma":[0.06939103,0.0003486556,0.0005286238,0.001957683,0.001711742,0.003816549,0.004319495,0.002874909,0.002718071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717117,"about_ca_system_score_gemma":0.006706401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007276498,"about_ca_topic_score_gemma":0.01320808,"domain_scores_codex":[0.970898,0.0193503,0.002440528,0.001508948,0.00294724,0.002855061],"domain_scores_gemma":[0.9022752,0.02198596,0.03047673,0.003935867,0.006567629,0.03475871],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002301648,0.0009543069,0.751099,0.0008187217,0.0002842199,0.0007783588,0.01212123,0.000190455,0.0003431405,0.00231603,0.139333,0.08945993],"study_design_scores_gemma":[0.0007302846,0.001519594,0.7773288,0.00209596,0.0002215681,0.003924064,0.03633986,0.0004539061,0.0003245844,0.002459377,0.1744587,0.0001431327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7784123,0.007426238,0.0005010394,0.144763,0.0009950106,0.0004918326,0.004695414,0.0001040718,0.06261098],"genre_scores_gemma":[0.9490086,0.00440868,0.0009795091,0.03166139,0.001441594,0.0007154756,0.001928219,0.00009348249,0.009763075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9683279,"threshold_uncertainty_score":0.1674998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2624163176585432,"score_gpt":0.4946556645245186,"score_spread":0.2322393468659754,"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."}}