{"id":"W6990894638","doi":"","title":"ELECTROLYSIS-BASED SYSTEM FOR GENERATION AND DELIVERY OF OXYGEN TO MICROFLUIDIC OXYGENATOR UNIT FOR PRETERM NEONATES WITH RESPIRATORY DISTRESS SYNDROME","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consejo Nacional de Ciencia y Tecnología; McMaster University","keywords":"Respiratory distress; Oxygenator; Oxygen delivery; Neonatal intensive care unit; Oxygen; Respiratory system","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008109571,0.0003106766,0.000394075,0.0002174212,0.0002133415,0.00008412831,0.0002335746,0.0002213417,0.0001440894],"category_scores_gemma":[0.0000120546,0.0003412973,0.00009296204,0.000148819,0.000026041,0.0002105304,0.000007901181,0.00009954501,0.000001577924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693203,"about_ca_system_score_gemma":0.0001255307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002041581,"about_ca_topic_score_gemma":0.0004776774,"domain_scores_codex":[0.9989448,0.00003444198,0.0002528676,0.0003506897,0.0001490457,0.0002681249],"domain_scores_gemma":[0.9991043,0.00006904997,0.0002077444,0.0002427506,0.0002693746,0.0001067965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00476914,0.00008060315,0.0004548568,0.01106862,0.001340273,0.00003713188,0.002007527,0.005579995,0.8407961,0.00118647,0.003496954,0.1291823],"study_design_scores_gemma":[0.0107816,0.003850425,0.004421179,0.002471664,0.002250048,0.00001815106,0.004431872,0.04372673,0.7981561,0.00003476146,0.127085,0.002772445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212266,0.001264522,0.06441879,0.00002994096,0.0004114947,0.003225917,0.0009445032,0.0002488804,0.008229384],"genre_scores_gemma":[0.9656297,0.00003730286,0.002108112,0.00003065939,0.00006739776,0.00009068137,0.002364862,0.0001236768,0.02954764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1264099,"threshold_uncertainty_score":0.9999039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345725632124308,"score_gpt":0.2041036957307081,"score_spread":0.190646439409465,"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."}}