{"id":"W4399787623","doi":"10.1093/neuonc/noae064.272","title":"GCT-17. EXPLORING NEW THRESHOLDS FOR BETA-HCG IN CENTRAL NERVOUS SYSTEM GERMINOMA","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Chemokine receptors and signaling","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Germinoma; Central nervous system; BETA (programming language); Medicine; Neuroscience; Internal medicine; Psychology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0187646,0.00110171,0.003786409,0.002903529,0.0002270018,0.002684238,0.001497888,0.001257014,0.003521862],"category_scores_gemma":[0.0216915,0.0005696893,0.01327206,0.004780389,0.0006703741,0.001369161,0.0007647779,0.001011982,0.000334741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009691632,"about_ca_system_score_gemma":0.001733793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002171415,"about_ca_topic_score_gemma":0.003168011,"domain_scores_codex":[0.9932792,0.003691565,0.00133758,0.0008188552,0.00064868,0.0002243036],"domain_scores_gemma":[0.9704279,0.02182057,0.005088328,0.0007360775,0.001333817,0.0005931792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02825692,0.0001948921,0.4018506,0.09750076,0.3008009,0.0007451787,0.0003571375,0.002111095,0.002278474,0.0008330326,0.002156558,0.1629143],"study_design_scores_gemma":[0.006341591,0.00625061,0.2415185,0.02003493,0.6978825,0.00122445,0.0005981451,0.002613374,0.00219385,0.004294586,0.01695055,0.00009693119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1184124,0.8739687,0.00196337,0.00163889,0.0004543298,0.0002780016,0.001609147,0.00005087808,0.001624419],"genre_scores_gemma":[0.906849,0.0875164,0.002136565,0.001116169,0.0005428037,0.0002814853,0.001071813,0.00003915532,0.000446686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0187646,"threshold_uncertainty_score":0.09923786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07287621574597153,"score_gpt":0.3185463476945076,"score_spread":0.2456701319485361,"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."}}