{"id":"W4398253442","doi":"10.1007/s40746-024-00298-1","title":"Organization of Delivery Room Resuscitation for High-Risk Neonates","year":2024,"lang":"en","type":"article","venue":"Current Treatment Options in Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Resuscitation; Neonatal resuscitation; Medicine; Debriefing; Preparedness; Medical emergency; Intensive care medicine; Emergency medicine; Medical education","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":[],"consensus_categories":[],"category_scores_codex":[0.0002621731,0.0001300636,0.0001927239,0.0007386438,0.00007676399,0.000022928,0.00005593137,0.00008055319,0.00003369039],"category_scores_gemma":[0.0006548961,0.0001117651,0.00006380681,0.001421265,0.00002916772,0.000127177,0.00002165273,0.0001483612,0.00003805968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006678356,"about_ca_system_score_gemma":0.0006441458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006613092,"about_ca_topic_score_gemma":0.00002087386,"domain_scores_codex":[0.9987568,0.00005578078,0.0003885798,0.000292027,0.0002867265,0.0002201228],"domain_scores_gemma":[0.9986627,0.0005940723,0.00006991068,0.0002001103,0.0003703749,0.0001027995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002547347,0.001533131,0.1731994,0.003908235,0.00007305542,0.00002471081,0.0006290671,0.0006906035,0.0002757198,0.009609074,0.001247004,0.8085552],"study_design_scores_gemma":[0.03447119,0.01343918,0.6686414,0.002390705,0.004501475,0.00004437853,0.001199865,0.04008742,0.01057257,0.01446288,0.2084182,0.001770714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554546,0.0376428,0.003728826,0.000320393,0.0009595558,0.001413823,0.0003664225,0.00009181066,0.00002171909],"genre_scores_gemma":[0.9515542,0.04355987,0.003305908,0.000007811817,0.0004193605,0.0002192535,0.0007503511,0.00003963391,0.0001435927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8067845,"threshold_uncertainty_score":0.4557649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05135674477128103,"score_gpt":0.3803684847724463,"score_spread":0.3290117400011653,"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."}}