{"id":"W4239345248","doi":"10.3410/f.718450217.793496231","title":"Faculty Opinions recommendation of Induction chemotherapy and conformal radiation therapy for very young children with nonmetastatic medulloblastoma: Children's Oncology Group study P9934.","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medulloblastoma; Oncology; Medicine; Radiation oncology; Internal medicine; Induction chemotherapy; Chemotherapy; Radiation therapy; Pediatric oncology; Cancer; Pathology","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":[0.001291405,0.001082542,0.001506829,0.002113247,0.0004986825,0.001494487,0.002893497,0.001779903,0.0501319],"category_scores_gemma":[0.01583778,0.0005997862,0.002001543,0.00527112,0.0002484643,0.001009945,0.001136293,0.00136099,0.01979344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002063086,"about_ca_system_score_gemma":0.004118637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04088402,"about_ca_topic_score_gemma":0.07954245,"domain_scores_codex":[0.9985173,0.000279593,0.0003501298,0.0004068364,0.0003006844,0.0001455436],"domain_scores_gemma":[0.9930884,0.001846016,0.002253592,0.0008205818,0.001347457,0.000643953],"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":[0.0008342735,0.00004973125,0.01152913,0.00200389,0.0004885112,0.00003292186,0.00001769553,0.0002741907,0.00008706691,0.000276838,0.979381,0.005024695],"study_design_scores_gemma":[0.006657052,0.0001547291,0.1453735,0.003169874,0.001324219,0.0003205298,0.0001293686,0.001135171,0.0007612868,0.001356721,0.8395087,0.0001087505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004697146,0.0001544151,0.00003470874,0.0001113649,0.00001567735,0.00002175386,0.9985003,0.00004433552,0.0006476266],"genre_scores_gemma":[0.002971281,0.0002102202,0.0002712705,0.0001991806,0.00002554749,0.0002143024,0.9949514,0.00004506771,0.001111762],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0501319,"threshold_uncertainty_score":0.1677079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965291526688961,"score_gpt":0.3402628469210983,"score_spread":0.3206099316542087,"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."}}