{"id":"W4295036897","doi":"10.21203/rs.3.rs-1929520/v1","title":"Meningioma in patients exposed to progestin drugs: results from a real-life screening program","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Meningioma; Medicine; Cyproterone acetate; Progestin; Discontinuation; Asymptomatic; Prospective cohort study; Nuclear medicine; Internal medicine; Urology; Radiology; Hormone","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":[],"consensus_categories":[],"category_scores_codex":[0.000553906,0.000274701,0.0002384744,0.0009588338,0.000356117,0.0003571718,0.0002316716,0.0003358866,0.000599595],"category_scores_gemma":[0.002372449,0.0001999713,0.0003532577,0.0006917541,0.000259492,0.000289776,0.0003911423,0.0001368132,0.0001752111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006894203,"about_ca_system_score_gemma":0.0005405467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008560892,"about_ca_topic_score_gemma":0.006629487,"domain_scores_codex":[0.999358,0.0002554835,0.00005998969,0.0001556856,0.00008293924,0.00008790282],"domain_scores_gemma":[0.9983965,0.0002579633,0.0007461682,0.0001285031,0.0002461571,0.0002247742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002539842,0.00006727812,0.9968795,0.00001437242,0.00002162084,0.0002461194,0.0001369397,0.000031338,0.0002747141,0.000003116161,0.00004125195,0.002029848],"study_design_scores_gemma":[0.00002415326,0.0005988026,0.9976949,0.000006538934,0.00003018125,0.0007993044,0.0002342389,0.0001111599,0.0003097567,0.000004397281,0.0001792269,0.000007398292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996229,0.0001127741,0.0000318046,0.00000900208,8.967766e-7,0.000006963842,0.0001168055,0.000002699532,0.00009599243],"genre_scores_gemma":[0.9995479,0.00007796008,0.00007324824,0.00001340144,0.000003761573,0.000006126663,0.0002364848,0.000001086564,0.00004008176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008560892,"threshold_uncertainty_score":0.01702213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184996244983682,"score_gpt":0.4167483217123831,"score_spread":0.2982486972140149,"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."}}