{"id":"W3153347696","doi":"10.3389/fped.2021.659083","title":"Case Reports: Management Challenges in Pediatric Germ Cell Tumors","year":2021,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Teratomas and Epidermoid Cysts","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Germ cell tumors; Malignancy; Germ cell; Pathology; Disease; Surgery; Biology; Chemotherapy","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":[0.0005403511,0.0002353108,0.0004962683,0.0007434707,0.00003945684,0.00002493214,0.00006239033,0.0001637211,0.00002897585],"category_scores_gemma":[0.0001347484,0.0002446408,0.0001158664,0.001091313,0.00001896059,0.00009979821,0.0001115805,0.0003898753,0.00001057188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304743,"about_ca_system_score_gemma":0.0001745506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001996376,"about_ca_topic_score_gemma":0.00004128534,"domain_scores_codex":[0.9976994,0.00008309079,0.0007341346,0.0006222707,0.0003528571,0.0005082465],"domain_scores_gemma":[0.9989351,0.00004388661,0.0001818007,0.0005744698,0.00007095853,0.0001937891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002288549,0.0003127479,0.5139762,0.0009068799,0.000007782603,0.4563287,0.0004270358,0.00002747296,9.527865e-7,0.00002979389,0.02281197,0.005147628],"study_design_scores_gemma":[0.01253158,0.0004929784,0.7961149,0.0002360241,0.001400407,0.09965342,0.02068296,0.001431488,0.0003311594,0.003713463,0.06090873,0.002502918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167998,0.06045472,0.000285775,0.0008084376,0.002247295,0.0004509577,0.000006002138,0.0000831399,0.0188638],"genre_scores_gemma":[0.9369283,0.04578636,0.0149354,0.0002286539,0.0007650123,0.00005157252,0.00002655664,0.0000488304,0.001229341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3566753,"threshold_uncertainty_score":0.9976162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862240566805853,"score_gpt":0.239901164205936,"score_spread":0.2212787585378774,"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."}}