{"id":"W4401130150","doi":"10.20944/preprints202407.1915.v1","title":"Neurosteroid Levels in GBA and Non-mutated PD: A Possible Factor Influencing Clinical Phenotype?","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Allopregnanolone; Neuroactive steroid; Internal medicine; Cohort; Endocrinology; Medicine; Psychology; Gastroenterology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003361899,0.0003183967,0.0004121444,0.000755058,0.0003300067,0.0004577045,0.0002041305,0.000421811,0.001345826],"category_scores_gemma":[0.001195932,0.00017696,0.0002214983,0.000448083,0.0003933387,0.00031202,0.0003684352,0.0003118014,0.0002871816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698504,"about_ca_system_score_gemma":0.0001219162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312724,"about_ca_topic_score_gemma":0.001249514,"domain_scores_codex":[0.9997956,0.00004171987,0.00003125237,0.00006765244,0.00003232669,0.00003156282],"domain_scores_gemma":[0.9994369,0.0001219053,0.0001921071,0.00004334341,0.00005081038,0.0001550469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007795194,0.00005283045,0.9932302,0.00001152898,0.00003819257,0.0006638925,0.0001124469,0.00002388663,0.003329299,0.00001472359,0.0000360126,0.001707397],"study_design_scores_gemma":[0.000009433662,0.0002315355,0.9981659,0.000002872677,0.00001366799,0.001155886,0.0001068448,0.00005570484,0.0001562746,0.00002492883,0.00007495205,0.000002102537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996278,0.0001175502,0.00002836776,0.000009605403,0.000002322469,0.000003384891,0.00006263336,0.000001331757,0.0001469272],"genre_scores_gemma":[0.9997492,0.00003128757,0.00003043241,0.00001188912,0.000003977149,0.000003140573,0.0001000659,0.000001127442,0.00006885953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001345826,"threshold_uncertainty_score":0.004502177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2172038169405857,"score_gpt":0.4444989094781058,"score_spread":0.2272950925375201,"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."}}