{"id":"W4237017047","doi":"10.5455/jpma.293142","title":"Childhood Medulloblastoma","year":2020,"lang":"en","type":"article","venue":"Journal of the Pakistan Medical Association","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Medulloblastoma; Pediatrics; Family medicine; Cancer research","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":[0.0006162566,0.00007325471,0.0002500396,0.00002423265,0.00005297494,0.00001842551,0.0001322907,0.0001122661,0.0003989429],"category_scores_gemma":[0.00296089,0.0000396182,0.0002618735,0.0001923114,0.00001639471,0.00004046919,0.00003093814,0.0003772668,0.00005187273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021693,"about_ca_system_score_gemma":0.0002411091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002700098,"about_ca_topic_score_gemma":0.000003237469,"domain_scores_codex":[0.9976982,0.00008478404,0.0004828021,0.000067027,0.001539355,0.0001278314],"domain_scores_gemma":[0.9987218,0.0001837264,0.0005030076,0.00007406942,0.0001942168,0.0003231211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002996834,0.00204835,0.7753877,0.0000617911,0.00163511,0.0006586945,0.002848719,0.00001455122,0.00223471,0.0008564987,0.1901887,0.0237655],"study_design_scores_gemma":[0.006799383,0.0009213517,0.9296507,0.0003657503,0.0006615506,0.0003848007,0.0003732677,0.0002004684,0.003847908,0.0004284244,0.0562528,0.0001136137],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7790868,0.0002613856,0.00005095203,0.219045,0.0003795294,0.0001133819,0.000002901342,0.00001722781,0.001042822],"genre_scores_gemma":[0.9921401,0.00005814814,0.00013077,0.006812055,0.0007895815,0.000001252058,4.957572e-7,0.00001116558,0.00005639672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2130534,"threshold_uncertainty_score":0.4368145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007721794720427203,"score_gpt":0.265334282251086,"score_spread":0.2576124875306587,"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."}}