{"id":"W4281998284","doi":"10.21203/rs.3.rs-1693727/v1","title":"Preservation of endocrine function after Ommaya reservoir insertion in children with cystic craniopharyngioma","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Endocrine system; Craniopharyngioma; Surgery; Odds ratio; Retrospective cohort study; Ommaya reservoir; Hormone; Internal medicine; Chemotherapy","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":[0.0002586056,0.0001792987,0.0002186724,0.0006443074,0.0003942327,0.0003237753,0.0002106212,0.0002581971,0.0008752517],"category_scores_gemma":[0.00149808,0.0001224659,0.0002435276,0.0004675709,0.0003680166,0.0002972262,0.0002882883,0.0003884622,0.00009501279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003760192,"about_ca_system_score_gemma":0.0004352336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002135914,"about_ca_topic_score_gemma":0.002227131,"domain_scores_codex":[0.99975,0.00003393717,0.00003116665,0.00004061952,0.00005957402,0.00008466159],"domain_scores_gemma":[0.9987569,0.0003221112,0.000650298,0.00003600915,0.00005822558,0.0001764267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006177676,0.00001492478,0.9923486,0.00001380002,0.0000076652,0.005160726,0.00007215606,0.00002923886,0.0005859322,0.0000150254,0.00004701512,0.001643273],"study_design_scores_gemma":[0.000006317438,0.0002387392,0.9595238,0.0000139013,0.00002710149,0.03847675,0.0003904936,0.0001449014,0.000899692,0.00002056423,0.000253326,0.000004295872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995949,0.0001757832,0.00002889361,0.00001317714,0.000001862961,0.000001810431,0.00004235478,0.000002055698,0.0001391477],"genre_scores_gemma":[0.9997963,0.00009412318,0.00003188381,0.00000552248,0.000003516427,0.000001526231,0.00004369544,7.353785e-7,0.00002259176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002135914,"threshold_uncertainty_score":0.00424701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03362965771303581,"score_gpt":0.343768711678469,"score_spread":0.3101390539654331,"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."}}