{"id":"W4400352290","doi":"10.1093/noajnl/vdae109","title":"Marrow-ablative consolidation chemotherapy and molecular targeted therapy delivered in a risk-adapted manner for newly diagnosed children with choroid plexus carcinoma: <i>A work in progress</i>","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital","funders":"Hope Foundation","keywords":"Medicine; Chemotherapy; Ablative case; Targeted therapy; Choroid plexus; Oncology; Internal medicine; Surgery; Cancer; Radiation therapy","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":[0.0001253957,0.0002951161,0.0005068862,0.0002592578,0.00005952515,0.00002846589,0.00006849039,0.0001442859,0.00001774617],"category_scores_gemma":[0.00006186301,0.0002217631,0.00006260698,0.0005423188,0.0001702512,0.0001674925,0.00001656741,0.0002629894,0.000002205299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245853,"about_ca_system_score_gemma":0.0001196097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007186701,"about_ca_topic_score_gemma":0.0002991534,"domain_scores_codex":[0.9984029,0.0001582781,0.000305526,0.0006277054,0.0001480235,0.00035758],"domain_scores_gemma":[0.9990314,0.0005021959,0.0001281969,0.0001784367,0.00006630126,0.00009346291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004836746,0.000878542,0.8775289,0.00003894217,0.00023558,0.000937713,0.001081727,0.0002798591,0.005408482,0.00007606317,0.0004890174,0.1082084],"study_design_scores_gemma":[0.03296563,0.004830726,0.9147931,0.0002253304,0.0001748165,0.0001414427,0.0001817049,0.001043869,0.02869919,0.0003083184,0.01625901,0.0003768944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628025,0.0317055,0.00006013339,0.002269336,0.00009530318,0.002902154,0.00004336688,0.00007284807,0.00004886116],"genre_scores_gemma":[0.9899653,0.003921065,0.003623459,0.0009320067,0.00005187937,0.001336696,0.0001141331,0.00005154485,0.0000039009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1078315,"threshold_uncertainty_score":0.9043235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008610545108816037,"score_gpt":0.2709316700812722,"score_spread":0.2623211249724562,"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."}}