{"id":"W3086308982","doi":"10.1186/s13049-020-00780-3","title":"Evolution and current state of global research on paediatric resuscitation: a systematic scientometric analysis","year":2020,"lang":"en","type":"review","venue":"Scandinavian Journal of Trauma Resuscitation and Emergency Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); State (computer science); Resuscitation; Medicine; Intensive care medicine; Computer science; Emergency medicine; Engineering; Electrical engineering","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"],"consensus_categories":[],"category_scores_codex":[0.003461472,0.0004116466,0.003176428,0.005838963,0.0001652593,0.00002141423,0.0001888519,0.0001131949,0.0000622687],"category_scores_gemma":[0.002283659,0.0002599781,0.0006305104,0.01701558,0.0002803218,0.000123046,0.00003869762,0.0005519931,0.000006049868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007123661,"about_ca_system_score_gemma":0.000323042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003298133,"about_ca_topic_score_gemma":0.00001602581,"domain_scores_codex":[0.9936546,0.0008984638,0.002736842,0.0005009429,0.001858637,0.0003505066],"domain_scores_gemma":[0.9948883,0.0007168982,0.002031597,0.0002989178,0.001385732,0.0006785429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003939032,0.0006185994,0.01430314,0.1871077,0.004126691,0.0001101223,0.001083159,0.00001254474,6.261542e-7,0.0006847479,0.003107785,0.788451],"study_design_scores_gemma":[0.01031776,0.01947276,0.4212088,0.4235206,0.09258375,0.0004386631,0.00296056,0.0003750013,0.000001552885,0.003502448,0.02456162,0.001056562],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007656158,0.9891076,0.0001252682,0.0004787504,0.001140279,0.001214401,0.00006503001,0.000008891448,0.0002036288],"genre_scores_gemma":[0.1203494,0.8790866,0.00008071471,0.00000514051,0.0003494537,0.00003591176,0.00004421941,0.00001979301,0.00002883148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7873945,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2964415485922099,"score_gpt":0.502571493953344,"score_spread":0.2061299453611341,"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."}}