{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001812672,0.002645451,0.001349808,0.003397932,0.004397016,0.003501042,0.002629815,0.008696692,0.00386759],"category_scores_gemma":[0.01254675,0.001001813,0.001341899,0.002404408,0.002410623,0.005657059,0.002950082,0.008373748,0.002435687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155952,"about_ca_system_score_gemma":0.001431607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060278,"about_ca_topic_score_gemma":0.001548332,"domain_scores_codex":[0.9973755,0.0007190505,0.00054183,0.0003991251,0.0004832868,0.000481267],"domain_scores_gemma":[0.9913424,0.00336246,0.002749169,0.0004261523,0.0006559763,0.001463719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00002465673,0.00005663926,0.009684029,0.0002685412,0.00002405408,0.9612913,0.0008305571,0.0003800838,0.0003369691,0.001505714,0.008631774,0.0169658],"study_design_scores_gemma":[0.00000403978,0.00001077441,0.0005570592,0.0001007363,0.00000743998,0.9940203,0.0003731796,0.0001249412,0.0001095386,0.0008162014,0.003865018,0.00001077415],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4168709,0.2021437,0.06261367,0.2104647,0.01754364,0.0009799378,0.00114439,0.002451669,0.08578748],"genre_scores_gemma":[0.8422905,0.05555605,0.03262297,0.02126746,0.04131591,0.0003656383,0.000365091,0.0003864485,0.005830089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008696692,"threshold_uncertainty_score":0.01293838,"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."}}