{"id":"W6889100875","doi":"10.25384/sage.23916441.v1","title":"sj-docx-1-msj-10.1177_13524585231189678 – Supplemental material for Enhancing involvement of people with multiple sclerosis in clinical trial design","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Multiple sclerosis; Clinical trial; Clinical neurology; Alternative medicine; Research design","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01366242,0.001465933,0.002111311,0.004537144,0.001679865,0.005991622,0.003890921,0.004883816,0.9564186],"category_scores_gemma":[0.1162274,0.003136098,0.002023853,0.005622187,0.0008108149,0.005123384,0.003380911,0.002819686,0.70956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00285065,"about_ca_system_score_gemma":0.005705975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005660912,"about_ca_topic_score_gemma":0.01471567,"domain_scores_codex":[0.993542,0.002005817,0.00131643,0.0007028995,0.001675806,0.000757097],"domain_scores_gemma":[0.8501313,0.09859549,0.009449519,0.007728343,0.0238265,0.01026899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002998785,0.00007882019,0.0001554137,0.0009420689,0.00001806255,0.000009345941,0.00002215956,0.0000438636,0.0000735071,0.0003446591,0.9911039,0.006908371],"study_design_scores_gemma":[0.009782312,0.0004608926,0.007088058,0.002466497,0.0001362821,0.0001459213,0.0001851457,0.000535198,0.001004693,0.004532856,0.973499,0.0001631151],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003851709,0.0002076025,0.002325586,0.00304593,0.001524058,0.003061311,0.9313889,0.01036222,0.04769914],"genre_scores_gemma":[0.008207456,0.000916336,0.02526327,0.0117268,0.003079525,0.02762351,0.6492314,0.02060294,0.2533487],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9564186,"threshold_uncertainty_score":0.07225466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2900665942568328,"score_gpt":0.3931845416157758,"score_spread":0.1031179473589429,"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."}}