{"id":"W4317613998","doi":"10.1097/01.cot.0000918280.56331.e1","title":"New Trial Results Change Practice for Acute Lymphoblastic Leukemia","year":2023,"lang":"en","type":"article","venue":"Oncology Times","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphoblastic Leukemia; Medicine; Oncology; Internal medicine; Leukemia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001057382,0.0002661377,0.0006725488,0.0003651003,0.000164218,0.0000281821,0.0002780498,0.0004892374,0.0002591746],"category_scores_gemma":[0.006135334,0.0002258268,0.0001936266,0.0007742833,0.0001463935,0.0002371265,0.0002067892,0.0003014388,0.002746039],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002914645,"about_ca_system_score_gemma":0.007050338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002364347,"about_ca_topic_score_gemma":0.00001694263,"domain_scores_codex":[0.9972782,0.0001532385,0.0005445226,0.0006259939,0.0005222743,0.0008757357],"domain_scores_gemma":[0.9936724,0.00478549,0.0002299258,0.0005368902,0.0003032208,0.000472071],"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":[0.1639568,0.0001611386,0.000005946339,0.00003965526,0.0005840599,0.0009372812,0.0006922362,0.000005725148,0.0007667812,0.0004980285,0.7952881,0.03706416],"study_design_scores_gemma":[0.1909024,0.009744041,0.0001675426,0.00006348134,0.001005793,0.0005960797,0.0002954297,0.004606276,0.000637749,0.000331387,0.791415,0.0002347459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09906575,0.0009983394,0.009318399,0.3097997,0.01315964,0.02799576,0.001031969,0.00454098,0.5340894],"genre_scores_gemma":[0.05798493,0.001849397,0.0663109,0.01489162,0.02159841,0.004114848,0.002072669,0.0004781476,0.8306991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2966096,"threshold_uncertainty_score":0.9985788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05845918545935782,"score_gpt":0.396864932885041,"score_spread":0.3384057474256832,"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."}}