{"id":"W2965875131","doi":"10.1002/cncr.32363","title":"α‐Fetoprotein as a predictor of outcome for children with germ cell tumors: A report from the Malignant Germ Cell International Consortium","year":2019,"lang":"en","type":"article","venue":"Cancer","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"St. Baldrick's Foundation; Aflac","keywords":"Medicine; Germ cell tumors; Incidence (geometry); Cog; Chemotherapy; Cumulative incidence; Confidence interval; Internal medicine; Oncology; Cohort","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":[0.002159774,0.0002034605,0.0002368339,0.0006309012,0.0001779782,0.0004156968,0.0002193092,0.0002055156,0.0002435615],"category_scores_gemma":[0.003974387,0.0000809488,0.0003275462,0.001041585,0.0002708937,0.0001769625,0.0002788903,0.000428373,0.00005181393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004489723,"about_ca_system_score_gemma":0.0006180232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006149654,"about_ca_topic_score_gemma":0.003531887,"domain_scores_codex":[0.99943,0.0001811725,0.00007645827,0.0000695672,0.0001900006,0.00005270424],"domain_scores_gemma":[0.9967242,0.001497364,0.0007342016,0.0001566291,0.0006290898,0.0002584903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001464249,0.00001063158,0.9941677,0.00001916695,0.00004808663,0.0001043912,0.00006387105,0.00005815498,0.00008401098,0.00001024704,0.0003336908,0.004953541],"study_design_scores_gemma":[0.00002138557,0.0001684859,0.9972423,0.00002662803,0.0001416366,0.0007069999,0.0001276612,0.0001990472,0.0002424125,0.00001212761,0.001104948,0.000006342627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936875,0.004228031,0.0002902951,0.0003471814,0.00002149598,0.0000248912,0.000637531,0.00001069836,0.0007524729],"genre_scores_gemma":[0.9975682,0.001235098,0.0002094382,0.00006987977,0.00002991069,0.00001657032,0.0008146589,0.000004021207,0.00005207952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006149654,"threshold_uncertainty_score":0.01222771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101835179109055,"score_gpt":0.274874721287442,"score_spread":0.2638563694963514,"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."}}