{"id":"W4281885836","doi":"10.1093/neuonc/noac079.042","title":"RARE-17. Multi-institutional craniopharyngioma cohort highlights need for more comprehensive data collection on comorbidities and quality of life","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Craniopharyngioma; Medicine; Cohort; Radiation therapy; Quality of life (healthcare); Surgery; Cohort study; Chemotherapy; Retrospective cohort study; Comorbidity; Internal medicine; Pediatrics","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":[0.004973252,0.0002699451,0.0005773566,0.001620481,0.0006733644,0.001106024,0.0007527418,0.0002938571,0.002378854],"category_scores_gemma":[0.0112227,0.0002024631,0.0008204975,0.002799022,0.000197207,0.000895079,0.0009145514,0.0005656568,0.0005327996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169121,"about_ca_system_score_gemma":0.002472483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02802161,"about_ca_topic_score_gemma":0.05189723,"domain_scores_codex":[0.9968109,0.001006071,0.0007948265,0.0005673027,0.000555684,0.0002652555],"domain_scores_gemma":[0.9884865,0.002041912,0.005071655,0.001140833,0.002398689,0.0008603456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001051747,0.00002147549,0.9866571,0.0002964495,0.0002078929,0.0001982353,0.0002079713,0.0000683191,0.0002491879,0.0001458703,0.004241875,0.007600522],"study_design_scores_gemma":[0.00002147664,0.00005529073,0.9913552,0.0003008145,0.0001058839,0.0005335753,0.0005078343,0.00009983893,0.0001324757,0.0001303777,0.006745461,0.00001177088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824198,0.007673254,0.002482424,0.002704906,0.0002163008,0.0006435514,0.09831463,0.0000824104,0.005462769],"genre_scores_gemma":[0.9238304,0.003649689,0.005601166,0.001453214,0.0001430106,0.001810317,0.06265876,0.00007524387,0.000778218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02802161,"threshold_uncertainty_score":0.05571699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09912414256084784,"score_gpt":0.353769999177567,"score_spread":0.2546458566167191,"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."}}