{"id":"W3211071893","doi":"10.24953/turkjped.2021.05.004","title":"Assessment of PD-L1 expression in patients with neuroblastoma and renal tumors","year":2021,"lang":"en","type":"article","venue":"The Turkish Journal of Pediatrics","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Neuroblastoma; Medicine; Wilms' tumor; Immunohistochemistry; PD-L1; Immune system; Staining; Pathology; Stage (stratigraphy); Cancer research; Internal medicine; Immunology; Immunotherapy; Cell culture; Biology","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":[0.0002308545,0.000104861,0.0002838869,0.0001793346,0.00003651517,0.00001600256,0.00008723696,0.00002921303,0.00002178595],"category_scores_gemma":[0.0001479592,0.00005782739,0.00005488914,0.0003559964,0.00005649573,0.00009821355,0.00007509397,0.0003904751,6.236969e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004343046,"about_ca_system_score_gemma":0.0003199957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000022952,"about_ca_topic_score_gemma":0.000002454501,"domain_scores_codex":[0.9985148,0.0001286133,0.0003515065,0.0001138073,0.0007111689,0.0001800576],"domain_scores_gemma":[0.9988801,0.0001609598,0.000288476,0.0001604982,0.0003531358,0.0001568426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001376287,0.001088331,0.9884822,0.0001281585,0.00003908712,0.001699828,0.0001247687,0.00007378631,0.004983768,0.00001054012,0.0005913355,0.001401916],"study_design_scores_gemma":[0.004727544,0.002080274,0.9880494,0.0001396681,0.00009611352,0.0002486856,0.00005223701,0.0000148489,0.00447029,0.00003416475,0.0000386516,0.00004808587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991246,0.0002237063,0.00003257811,0.0002207937,0.00004954901,0.0001333093,0.00000704395,0.000002716094,0.0002056876],"genre_scores_gemma":[0.9985397,0.0002297036,0.001004894,0.00005534389,0.0000992394,0.000001145087,0.00000315224,0.0000133924,0.00005337301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003351257,"threshold_uncertainty_score":0.2358133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007441468116276375,"score_gpt":0.2637671286789804,"score_spread":0.2563256605627041,"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."}}