{"id":"W4232226651","doi":"10.3410/f.718450226.793496238","title":"Faculty Opinions recommendation of beta-Catenin status predicts a favorable outcome in childhood medulloblastoma: the United Kingdom Children's Cancer Study Group Brain Tumour Committee.","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Childhood cancer; Cancer; Medicine; Oncology; BETA (programming language); Outcome (game theory); Internal medicine; Family medicine; Pathology","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":[0.001589156,0.0009540138,0.001497853,0.00240446,0.0005513011,0.002027561,0.002841692,0.001670898,0.03480477],"category_scores_gemma":[0.01816931,0.000590198,0.00165557,0.004448643,0.0002931822,0.0009624542,0.001487925,0.001251482,0.02213497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721761,"about_ca_system_score_gemma":0.004106601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04852705,"about_ca_topic_score_gemma":0.09179782,"domain_scores_codex":[0.9986652,0.0002373208,0.0002594604,0.0003420735,0.0003240353,0.0001719497],"domain_scores_gemma":[0.9933273,0.001434562,0.001551658,0.0009411006,0.001821907,0.0009235083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004143441,0.00002795101,0.02234344,0.0008366987,0.000290121,0.0000338106,0.00001825438,0.0002173886,0.00009892716,0.0001833515,0.9708104,0.004725313],"study_design_scores_gemma":[0.003023888,0.0001048545,0.296984,0.001902842,0.00110133,0.0004511586,0.0001757154,0.001663527,0.0009696773,0.001350506,0.6921515,0.0001209755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000964124,0.0001249362,0.00004720072,0.0002087049,0.00002663938,0.00002668341,0.9977653,0.00006109835,0.0007752434],"genre_scores_gemma":[0.003217903,0.0001301947,0.000221995,0.0001405191,0.00002566515,0.0001419744,0.9950596,0.00003651491,0.0010257],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04852705,"threshold_uncertainty_score":0.1164335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03992202121395392,"score_gpt":0.3624006502367764,"score_spread":0.3224786290228224,"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."}}