{"id":"W2009279521","doi":"10.1159/000363126","title":"Feasibility and Practical Considerations for Heating and Humidifying Gases during Newborn Stabilisation: An in vitro Model","year":2014,"lang":"en","type":"article","venue":"Neonatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Relative humidity; Anesthesia; Medicine; Humidity; Hypothermia; Materials science; Chemistry; Thermodynamics; Physics","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":[0.0008300969,0.0001029062,0.0002949644,0.0001251333,0.0002238908,0.00002083249,0.00001524696,0.0001218681,0.00001491169],"category_scores_gemma":[0.006210115,0.0001016408,0.00001710545,0.00006530568,0.000195992,0.000180435,0.00005070122,0.0002873269,6.944015e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009441081,"about_ca_system_score_gemma":0.0003416685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006602205,"about_ca_topic_score_gemma":0.0003999031,"domain_scores_codex":[0.9985701,0.0002189675,0.000310902,0.0003975112,0.0001426923,0.0003597557],"domain_scores_gemma":[0.9974092,0.0019471,0.00005009639,0.0002036839,0.0001382716,0.0002516785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0174777,0.001539825,0.3397876,0.01424197,0.00008361159,0.0005481328,0.007663259,0.0008751156,0.2975549,0.0705854,0.0000696602,0.2495728],"study_design_scores_gemma":[0.01764212,0.001622172,0.06792188,0.0001413885,0.00007425019,0.003120085,0.001491572,0.8230729,0.03460462,0.04692445,0.002860621,0.0005239862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911194,0.0006856331,0.003375159,0.003828204,0.00002227131,0.0008495293,0.00000847268,0.00003186953,0.00007942902],"genre_scores_gemma":[0.9542183,0.00004094923,0.04479773,0.0007714874,0.00004716327,0.00009528051,0.000007307889,0.00001473202,0.000007051727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8221977,"threshold_uncertainty_score":0.7434536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1805721317269018,"score_gpt":0.4411681804488695,"score_spread":0.2605960487219676,"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."}}