{"id":"W2082028237","doi":"10.1097/01.pcc.0000128606.13235.37","title":"Pediatric cardiac intensivists: Are enough being trained?*","year":2004,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intensivist; Medicine; Critically ill; Intensive care; Intensive care unit; Graduation (instrument); Pediatric intensive care unit; Family medicine; Emergency medicine; Medical emergency; Intensive care medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003162431,0.0001199677,0.0001752484,0.000403306,0.000727377,0.00106722,0.0005868392,0.001412438,0.007154292],"category_scores_gemma":[0.02255908,0.0002322522,0.0001237922,0.0005627751,0.0006523171,0.002113667,0.0006083322,0.001080441,0.0008765018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007228061,"about_ca_system_score_gemma":0.001947196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004703062,"about_ca_topic_score_gemma":0.009357937,"domain_scores_codex":[0.9979452,0.0006361199,0.0001863694,0.0001962921,0.000532296,0.0005037067],"domain_scores_gemma":[0.9740209,0.004703532,0.01039156,0.0002963958,0.00245592,0.008131661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006709866,0.0001343416,0.9603764,0.0001495736,0.00001300033,0.0001718453,0.001077777,0.0000456198,0.0002479035,0.0001351037,0.007545934,0.03003542],"study_design_scores_gemma":[0.00001533778,0.0001347073,0.9857734,0.00030735,0.00001540865,0.0007151461,0.007658577,0.000155181,0.0001247505,0.00008964387,0.005003608,0.000007012797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547425,0.003220309,0.0002175661,0.03612738,0.0001924708,0.00003147643,0.0002627755,0.00002667114,0.005178846],"genre_scores_gemma":[0.9948683,0.001417686,0.0003823131,0.00244706,0.0001655476,0.00002626564,0.0001554717,0.000006334785,0.0005309416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007154292,"threshold_uncertainty_score":0.02393347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311948801070078,"score_gpt":0.3596795186680866,"score_spread":0.3284846385610787,"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."}}