{"id":"W3163184274","doi":"10.1002/pbc.29073","title":"Follow‐up evaluation of a web‐based pediatric brain tumor board in Latin America","year":2021,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Context (archaeology); Medical diagnosis; Family medicine; Modalities; Latin Americans; MEDLINE; Pediatric oncology; Medical physics; Pathology; Cancer; Internal medicine","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":[0.01435211,0.0002243952,0.0002472081,0.0008849904,0.001005879,0.00171325,0.0007721091,0.0009288556,0.003578017],"category_scores_gemma":[0.05746696,0.0002711815,0.0003916258,0.0007259654,0.0005188563,0.001723039,0.001396212,0.001063107,0.0008637197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00363608,"about_ca_system_score_gemma":0.003951571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008301049,"about_ca_topic_score_gemma":0.0101739,"domain_scores_codex":[0.9932783,0.004127707,0.0004840346,0.0004593782,0.000971972,0.000678529],"domain_scores_gemma":[0.9458186,0.01974427,0.01154591,0.002298282,0.01404133,0.006551668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000615847,0.001699257,0.8582955,0.0004430389,0.0000733165,0.003445887,0.0204977,0.0006821783,0.001706951,0.0003258909,0.02064136,0.09157292],"study_design_scores_gemma":[0.0002885954,0.003186785,0.7697169,0.001059764,0.000152891,0.003513394,0.05870422,0.00458412,0.003037495,0.0003686382,0.1552724,0.0001148875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820676,0.0005703107,0.001175576,0.006232178,0.000174986,0.0005542972,0.0007832812,0.0001673994,0.008274388],"genre_scores_gemma":[0.987996,0.0006876775,0.004411015,0.002557089,0.0001007436,0.0006607104,0.001226624,0.00006084138,0.00229931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435211,"threshold_uncertainty_score":0.07590204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02779892832281147,"score_gpt":0.3099764138650382,"score_spread":0.2821774855422268,"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."}}