{"id":"W4406083646","doi":"10.1111/ene.70024","title":"How well is the female population represented in clinical trials with infusion therapies for Parkinson's disease? A systematic review and metanalysis","year":2025,"lang":"en","type":"review","venue":"European Journal of Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Clinical trial; Levodopa; Generalizability theory; Internal medicine; Population; Parkinson's disease; Disease; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.00760493,0.0003839772,0.005649031,0.0003871889,0.00007044404,0.00005373832,0.0002479874,0.00007341024,0.00001484079],"category_scores_gemma":[0.004281076,0.0001726561,0.001482939,0.0003740253,0.00005872931,0.00006097084,0.00007063652,0.0004731547,0.000002449724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002177544,"about_ca_system_score_gemma":0.0001547177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001247059,"about_ca_topic_score_gemma":0.000001945088,"domain_scores_codex":[0.984496,0.01224322,0.002356354,0.0004357802,0.0002769865,0.0001916451],"domain_scores_gemma":[0.9933515,0.002308793,0.003370313,0.0005968673,0.0001719504,0.000200529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001841749,0.0004908721,0.002468002,0.8728432,0.008073677,0.002884657,0.0000372364,6.93114e-7,1.464245e-7,0.00003140064,0.001014022,0.1103143],"study_design_scores_gemma":[0.003167477,0.001728331,0.006446757,0.2826882,0.1266711,0.0005751706,0.00001309014,0.00001770393,5.27937e-8,0.00003849937,0.5784405,0.0002130973],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002440906,0.9913624,0.0001526765,0.004451993,0.0001230153,0.003590377,0.00004259826,0.00000789651,0.00002495473],"genre_scores_gemma":[0.001637224,0.9957248,0.0001074767,0.001943031,0.0001354247,0.00007688544,0.00003709852,0.00004631783,0.00029174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.590155,"threshold_uncertainty_score":0.7040712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102293026576528,"score_gpt":0.4021101347363829,"score_spread":0.2918808320787301,"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."}}