{"id":"W2432084722","doi":"10.1093/neuonc/now075.58","title":"LG-58THERAPEUTIC IMPLICATIONS OF MOLECULAR BIOMARKERS IN INFANTS WITH PEDIATRIC LOW-GRADE GLIOMA","year":2016,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Glioma; Medicine; Oncology; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000393968,0.0001688803,0.0002340452,0.0004262508,0.0001453365,0.0003564981,0.0001585029,0.0001864759,0.000429478],"category_scores_gemma":[0.001121415,0.00005782333,0.0001434228,0.0004626924,0.000176875,0.0002328866,0.0002279926,0.0002163569,0.0001263657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008675448,"about_ca_system_score_gemma":0.0004523784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003255066,"about_ca_topic_score_gemma":0.004490254,"domain_scores_codex":[0.9998161,0.0000443488,0.00002335885,0.00002321928,0.00004615091,0.00004686803],"domain_scores_gemma":[0.9995828,0.00009141465,0.000191829,0.00001307463,0.00006961368,0.00005123972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003412477,0.00002076166,0.9683461,0.00007108881,0.00002074856,0.00181979,0.0001451019,0.0002389271,0.002949936,0.00006589013,0.0002926523,0.02568773],"study_design_scores_gemma":[0.00000586531,0.0004391695,0.9859417,0.00006384942,0.00004170012,0.006646201,0.0003812777,0.0003999893,0.004027121,0.00007467017,0.001973279,0.00000524656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948822,0.003898643,0.0002200563,0.00008829688,0.000007160289,0.000009320856,0.0002041603,0.000009471323,0.0006807566],"genre_scores_gemma":[0.9981033,0.00122398,0.0003262564,0.00002417299,0.000004488404,0.000006892963,0.0002301598,0.000002124904,0.00007863198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003255066,"threshold_uncertainty_score":0.00647223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01611092134691131,"score_gpt":0.2963061148436274,"score_spread":0.2801951934967161,"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."}}