{"id":"W3047602186","doi":"10.1158/1538-7445.pedca19-ia01","title":"Abstract IA01: Pediatric neuro-oncology: What’s next?","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical trial; Intensive care medicine; Disease; Bioinformatics; Medical physics; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009656622,0.001131783,0.001595854,0.002414904,0.001688787,0.009548638,0.0029601,0.009425148,0.0446403],"category_scores_gemma":[0.02229699,0.0005818412,0.001492737,0.001982969,0.002200062,0.007879133,0.003538784,0.0133321,0.03789378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004410193,"about_ca_system_score_gemma":0.010011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003113015,"about_ca_topic_score_gemma":0.003851258,"domain_scores_codex":[0.9956201,0.001463716,0.0004675832,0.0004724821,0.001117662,0.0008583914],"domain_scores_gemma":[0.9621467,0.005825908,0.001744295,0.001198316,0.01639019,0.01269457],"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":[0.0001215804,0.00005238851,0.0003728405,0.0006819373,0.00001709317,0.0001130341,0.00002984381,0.0001034521,0.0001678064,0.002560868,0.8893351,0.106444],"study_design_scores_gemma":[0.00006099165,0.0001546457,0.001184704,0.004608324,0.0000392824,0.00041171,0.0001837392,0.0001389009,0.0001489779,0.005938994,0.9870907,0.0000391235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0009360234,0.09334298,0.001505082,0.6955363,0.1726024,0.0001879782,0.001714442,0.0006917559,0.03348308],"genre_scores_gemma":[0.01071967,0.1883914,0.004414542,0.4303623,0.3047197,0.0004811009,0.004568147,0.0006865338,0.05565661],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0446403,"threshold_uncertainty_score":0.1493367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1991860884967759,"score_gpt":0.4492434152564978,"score_spread":0.2500573267597219,"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."}}