{"id":"W2547526502","doi":"10.1186/s13089-016-0049-5","title":"Pediatric emergency medicine point-of-care ultrasound: summary of the evidence","year":2016,"lang":"en","type":"review","venue":"Critical Ultrasound Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Point of care ultrasound; Pediatric emergency medicine; Medicine; Point of care; Guideline; Specialty; Interventional radiology; Credentialing; MEDLINE; Family medicine; Medical emergency; Emergency department; Nursing; Emergency physician; Radiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00183247,0.0007970047,0.003612891,0.0003736899,0.0003543737,0.00002438166,0.001585068,0.0008141365,0.007772085],"category_scores_gemma":[0.0772493,0.0004055924,0.002560427,0.001394183,0.001998019,0.0002702196,0.000163599,0.002600518,0.000132846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003187815,"about_ca_system_score_gemma":0.001531125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007489629,"about_ca_topic_score_gemma":0.00000206504,"domain_scores_codex":[0.9912458,0.000760303,0.004767523,0.0007512075,0.001682592,0.0007925889],"domain_scores_gemma":[0.9570866,0.03643993,0.00185748,0.00177279,0.002031965,0.0008112399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000481501,0.003688574,0.04873239,0.3412106,0.003184058,0.00009673493,0.001680347,4.704972e-7,0.002022398,0.03012005,0.1792229,0.38956],"study_design_scores_gemma":[0.0009031504,0.001318645,0.002810679,0.1041244,0.01404906,0.005515001,0.0003550682,6.641214e-8,0.00002887278,0.01068427,0.8593892,0.0008215677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001513989,0.9903768,0.0006292784,0.0009777817,0.002787442,0.001081775,0.0002739109,0.00003979892,0.003681873],"genre_scores_gemma":[0.002010754,0.9913128,0.0008341508,0.0001037027,0.004759955,0.00006555708,0.0000348465,0.0001284425,0.0007497806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6801664,"threshold_uncertainty_score":0.9998396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09925635631596703,"score_gpt":0.4407039523565633,"score_spread":0.3414475960405963,"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."}}