{"id":"W6906297442","doi":"10.17605/osf.io/z9nuj","title":"Pediatric Hemorrhagic Shock Consensus Conference","year":2022,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resuscitation; Delphi method; Hemorrhagic shock; Observational study; Consensus conference; Standardization; Tranexamic acid; Pediatric trauma; Shock (circulatory); MEDLINE","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":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002908671,0.0007495023,0.0009403473,0.001396867,0.000958251,0.002055455,0.01550496,0.0005291887,0.2819311],"category_scores_gemma":[0.002730751,0.0007412378,0.0001297675,0.007970151,0.002168937,0.0002618586,0.007588333,0.002094668,0.03598784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006552162,"about_ca_system_score_gemma":0.00429763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000750181,"about_ca_topic_score_gemma":0.0001306835,"domain_scores_codex":[0.99241,0.0002857712,0.0005370753,0.002489515,0.002764393,0.001513252],"domain_scores_gemma":[0.9941054,0.0003795302,0.0009533199,0.003702245,0.0002118058,0.0006477142],"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":[0.00001954053,0.0001197735,0.002881413,0.00003484947,0.00001382571,0.0001521659,0.0001766083,0.00001514914,0.00004100494,0.02140018,0.9742048,0.0009407019],"study_design_scores_gemma":[0.0003460338,0.00010305,0.0003994433,0.0001443778,0.00009836958,0.00007967977,0.0004407094,0.0001503186,0.0000172828,0.006219712,0.9906449,0.001356179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006182861,0.0008053178,0.0001134763,0.000387145,0.002732784,0.002085804,0.0006780548,0.0005891044,0.99199],"genre_scores_gemma":[0.01313597,0.0001061855,0.05117984,0.000997857,0.001047209,0.0003494851,0.00006258969,0.001708398,0.9314125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2459432,"threshold_uncertainty_score":0.9995039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04199022309056186,"score_gpt":0.3392393016184862,"score_spread":0.2972490785279243,"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."}}