{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001360718,0.000512263,0.0003511889,0.001409372,0.0002290319,0.0005018928,0.0002736228,0.0001977883,0.001042777],"category_scores_gemma":[0.002933791,0.0001059471,0.0003014418,0.0006545862,0.0002422139,0.0004161353,0.0003289933,0.0002817669,0.0001904654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002620509,"about_ca_system_score_gemma":0.000510867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005532061,"about_ca_topic_score_gemma":0.0005059608,"domain_scores_codex":[0.9994743,0.0001642322,0.0000912336,0.00006836412,0.0001336299,0.0000681395],"domain_scores_gemma":[0.9988372,0.0002409844,0.0004477032,0.00005491919,0.000268505,0.000150773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001478013,0.00002067992,0.9845276,0.00002760453,0.00002780443,0.0001215621,0.00003006688,0.0002459283,0.0005191512,0.00006187306,0.0002567961,0.014013],"study_design_scores_gemma":[0.00004458231,0.0003762738,0.9862272,0.0000597837,0.0001204477,0.001831184,0.0001516152,0.00794633,0.001356389,0.0005312753,0.001338008,0.00001676706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936609,0.001271079,0.003786483,0.0001600514,0.00004039878,0.00005405826,0.0002977569,0.00003847174,0.00069072],"genre_scores_gemma":[0.997272,0.000263062,0.001800436,0.00001251549,0.00004323405,0.00002611614,0.0004707879,0.000002101551,0.000109675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001409372,"threshold_uncertainty_score":0.007196248,"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."}}