{"id":"W4294991727","doi":"10.1007/s43678-022-00382-1","title":"Pediatric vascular access in major bleeding: how much is enough?","year":2022,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Vascular access; MEDLINE; Intensive care medicine; Medical emergency; Surgery; Hemodialysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003331236,0.0009061373,0.001556103,0.001289753,0.005055002,0.00541475,0.001767433,0.05634925,0.008528152],"category_scores_gemma":[0.02812416,0.0007598244,0.001302429,0.001093674,0.003805562,0.00653133,0.001832125,0.052736,0.0039071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009654875,"about_ca_system_score_gemma":0.0150159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02859841,"about_ca_topic_score_gemma":0.05777719,"domain_scores_codex":[0.9958502,0.0009829812,0.0006862917,0.0004337408,0.001082465,0.000964347],"domain_scores_gemma":[0.9834901,0.005502574,0.001243031,0.0002262716,0.003223453,0.006314687],"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":[0.00006361325,0.00007579793,0.004642679,0.0001633807,0.00003165718,0.02692578,0.0005852932,0.0001819472,0.0002318936,0.004743078,0.9438857,0.01846905],"study_design_scores_gemma":[0.0002515772,0.0002639604,0.01036266,0.00444482,0.0001627847,0.06294126,0.00560296,0.001428906,0.0003704462,0.02242443,0.8914449,0.0003012568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006458489,0.002078715,0.00007827493,0.9866583,0.007236521,0.000007622263,0.00001751288,0.00001280483,0.003264392],"genre_scores_gemma":[0.01784718,0.00706139,0.0006607331,0.8939371,0.07371758,0.00003493766,0.00004947128,0.00004240403,0.006649253],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05634925,"threshold_uncertainty_score":0.07005137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0640552329619083,"score_gpt":0.3276511490062973,"score_spread":0.263595916044389,"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."}}