{"id":"W1971418109","doi":"10.1002/pbc.22198","title":"Natural history and outcome of optic pathway gliomas in children","year":2009,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Neurofibromatosis and Schwannoma Cases","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Brain Tumour Research","keywords":"Debulking; Medicine; Radiation therapy; Neurofibromatosis; Chemotherapy; Surgery; Natural history; Retrospective cohort study; Tumor Debulking; Cancer; Internal medicine; Ovarian cancer; Radiology","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":[0.00007919849,0.000134669,0.0003486763,0.0002250914,0.00001525012,0.000004205448,0.00005907053,0.00005833422,0.00006189833],"category_scores_gemma":[0.00004420404,0.0001138703,0.00007056211,0.0002247353,0.00003200016,0.0000645757,0.00002067105,0.0001764231,0.000002132922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004905058,"about_ca_system_score_gemma":0.0001088532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001763342,"about_ca_topic_score_gemma":0.000008271234,"domain_scores_codex":[0.9990242,0.00002069447,0.0003264909,0.0002347363,0.0001963665,0.0001975769],"domain_scores_gemma":[0.9995568,0.00003132084,0.000107697,0.0001754486,0.00003543619,0.00009325048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005290359,0.00017786,0.9950074,0.00008833294,0.00001772909,0.00009993334,0.00007413142,8.665479e-7,0.002977058,0.00009235919,0.0005293376,0.0008820941],"study_design_scores_gemma":[0.001854987,0.0002887567,0.9959583,0.00002453199,0.0002402297,0.0002419959,0.000005331973,0.00001025569,0.00105437,0.00001420533,0.0001838291,0.0001231623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9502602,0.04879469,1.749406e-7,0.0002153562,0.0001685101,0.0002039591,0.00001060449,0.00002701189,0.0003194482],"genre_scores_gemma":[0.9984128,0.0005903324,0.0001633863,0.0002844015,0.0003368716,0.000009775707,0.000004320084,0.00001249264,0.0001856177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04820435,"threshold_uncertainty_score":0.4643495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132974903097266,"score_gpt":0.2500970582197182,"score_spread":0.2367995679099916,"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."}}