{"id":"W2993302639","doi":"10.15173/m.v1i31.1849","title":"Understanding Shock and Kill","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Medicine; Psychology; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001261422,0.00005351993,0.00006081424,0.00002509853,0.0002665003,0.00001009363,0.00008347136,0.0000345738,0.00110172],"category_scores_gemma":[0.00003553601,0.00002932569,0.00001523738,0.00004514733,0.0004137827,0.00001840951,0.00004314153,0.00007812196,0.002765142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004270973,"about_ca_system_score_gemma":0.00004746666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004082689,"about_ca_topic_score_gemma":0.00003238879,"domain_scores_codex":[0.9995742,0.00006823837,0.00004792069,0.00009565519,0.00001568607,0.0001982801],"domain_scores_gemma":[0.9997145,0.00009416832,0.00001213315,0.0001448297,0.00001191045,0.00002245649],"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":[0.0006382327,0.0006296511,0.05176414,0.00003861218,0.001490855,0.00001857448,0.02890002,7.855978e-8,0.2812546,0.07517493,0.5380528,0.02203748],"study_design_scores_gemma":[0.003521003,0.001462912,0.05503313,0.00005570809,0.0001369252,0.0003921359,0.01464062,0.000002718637,0.134345,0.01196518,0.7780145,0.0004301505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837329,0.001615777,0.00007660183,0.003590796,0.0004853306,0.0001385439,0.00001216414,0.00002681252,0.01032103],"genre_scores_gemma":[0.9945316,0.00004130695,0.00001842935,0.0001398289,0.00006104872,0.000009919916,0.000008616662,0.000004777834,0.005184463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2399617,"threshold_uncertainty_score":0.9998114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08660002896435043,"score_gpt":0.3053430238489557,"score_spread":0.2187429948846053,"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."}}