{"id":"W2751258641","doi":"10.1111/apa.14011","title":"Is 100% oxygen a sticking plaster for sore neonatal ventilation skills?","year":2017,"lang":"en","type":"letter","venue":"Acta Paediatrica","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Medicine; Ventilation (architecture); Oxygen; Mechanical ventilation; Intensive care medicine; Anesthesia; Pediatrics","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":[0.003745661,0.0004778552,0.001494199,0.001035529,0.001319168,0.003008444,0.001744465,0.006893473,0.01461262],"category_scores_gemma":[0.01977641,0.0002865086,0.000995699,0.001291379,0.004604633,0.004350721,0.001199712,0.004499127,0.006838859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344961,"about_ca_system_score_gemma":0.002115243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619629,"about_ca_topic_score_gemma":0.003390304,"domain_scores_codex":[0.9972456,0.000605013,0.0004278171,0.0003654004,0.001111134,0.000245018],"domain_scores_gemma":[0.9926076,0.003891509,0.001124087,0.0002686422,0.001323344,0.0007847463],"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":[0.0004042961,0.000271824,0.003050238,0.005065265,0.00008609233,0.001011543,0.0005128872,0.0000665086,0.0004934181,0.01114638,0.1878396,0.7900519],"study_design_scores_gemma":[0.0001372141,0.0007180942,0.009765941,0.01176496,0.0001471224,0.005576522,0.002265686,0.0001241992,0.000592754,0.01251707,0.956291,0.00009948252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.006736649,0.5899311,0.001760273,0.3293482,0.04936215,0.0000522476,0.0003056571,0.0001573119,0.0223465],"genre_scores_gemma":[0.07244241,0.7448058,0.004125002,0.114255,0.04813372,0.0001915547,0.0004315662,0.0001916764,0.01542327],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01461262,"threshold_uncertainty_score":0.04888409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0553976852488165,"score_gpt":0.3705170818843163,"score_spread":0.3151193966354998,"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."}}