{"id":"W4213097276","doi":"10.3390/curroncol29020097","title":"Analysis of Prognostic Risk Factors and Establishment of Prognostic Scoring System for Secondary Adult Hemophagocytic Syndrome","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Internal medicine; Oncology; Bioinformatics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005688952,0.0001633578,0.001031135,0.0006846559,0.0001536608,0.00000656704,0.0001473265,0.00006239161,0.0001238167],"category_scores_gemma":[0.0006464265,0.0001424792,0.0002287658,0.0007521947,0.000157965,0.00006223063,0.0002131807,0.0003659026,8.696913e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003280064,"about_ca_system_score_gemma":0.000588237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005967853,"about_ca_topic_score_gemma":0.000009384798,"domain_scores_codex":[0.9980856,0.0002012103,0.0007065787,0.0003260781,0.0003609919,0.0003195795],"domain_scores_gemma":[0.9982676,0.0006169001,0.0004601977,0.0002709854,0.0002773209,0.0001069933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002661269,0.0006986175,0.9768589,0.003277073,0.001273018,0.00002829328,0.001017821,0.0001609149,0.0002486765,0.0001516116,0.00007261956,0.01594629],"study_design_scores_gemma":[0.004932693,0.006197767,0.9531384,0.0003068472,0.005989942,0.00009262532,0.0100515,0.01594511,0.000629044,0.00003063685,0.002441005,0.000244478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936827,0.003840848,0.0001716358,0.00003742668,0.0003314858,0.001560044,0.0002116459,0.00003014969,0.0001340522],"genre_scores_gemma":[0.9991136,0.0001337155,0.00006289916,0.000004601551,0.00001321989,0.0004365253,0.000192024,0.00001823699,0.00002519508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02372058,"threshold_uncertainty_score":0.5810134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04765450699818881,"score_gpt":0.3500115471202663,"score_spread":0.3023570401220775,"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."}}