{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004796635,0.0005049165,0.0008088289,0.0006383669,0.0004182899,0.000159654,0.0008679312,0.001412001,0.0004181149],"category_scores_gemma":[0.002570153,0.0004660978,0.0004697399,0.0001880486,0.0001226494,0.0002468728,0.0003852442,0.002535571,0.0004482496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003968712,"about_ca_system_score_gemma":0.001283877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003514661,"about_ca_topic_score_gemma":0.00000394713,"domain_scores_codex":[0.9956707,0.00008051483,0.000648292,0.0009731287,0.001439065,0.00118825],"domain_scores_gemma":[0.9957108,0.001068173,0.0005810069,0.001845522,0.0004451342,0.0003493904],"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":[0.0003666156,0.00004240959,0.0006113081,0.003174396,0.0001228745,0.0007616074,0.0001642871,8.104105e-8,0.00006456971,0.000001391888,0.9450378,0.04965268],"study_design_scores_gemma":[0.00187919,0.0005692924,0.002415734,0.000247759,0.0002966078,0.00006693678,0.000008039921,0.00005027193,0.0001651517,0.00007718424,0.9938401,0.0003837151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007473046,0.007872015,0.0003733395,0.9700481,0.002995424,0.006770461,0.00182499,0.0002610965,0.002381522],"genre_scores_gemma":[0.02638221,0.0009653298,0.003412742,0.8657212,0.06076539,0.0009605981,0.00403696,0.0006901797,0.03706539],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1043269,"threshold_uncertainty_score":0.9998844,"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."}}