{"id":"W1980467931","doi":"10.5301/ijao.5000195","title":"Artificial Placenta - Lung Assist Devices for Term and Preterm Newborns with Respiratory Failure","year":2013,"lang":"en","type":"review","venue":"The International Journal of Artificial Organs","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Artificial lung; Mechanical ventilation; Intensive care medicine; Respiratory failure; Placenta; Oxygenator; Pregnancy; Surgery; Fetus; Anesthesia; Biology","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":[0.001242385,0.0004065812,0.001217071,0.0004946147,0.0002091599,0.0002979926,0.0008569871,0.0002545817,0.0002029558],"category_scores_gemma":[0.0005602269,0.0002294053,0.000357578,0.000225291,0.0002908703,0.0002687731,0.0001557393,0.001075499,0.00003347368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005071769,"about_ca_system_score_gemma":0.002278985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001857336,"about_ca_topic_score_gemma":0.0002611305,"domain_scores_codex":[0.996159,0.0002023198,0.00146974,0.0003447824,0.001410728,0.0004134846],"domain_scores_gemma":[0.9958994,0.0009050822,0.001312003,0.0003421243,0.001169406,0.0003719365],"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":[0.001061533,0.0001309531,0.0002028911,0.004384217,0.0009761689,0.0002082931,0.0001596126,6.897085e-7,0.0002252711,0.0002956188,0.002029815,0.9903249],"study_design_scores_gemma":[0.0004533071,0.0007634441,0.0001696061,0.007311611,0.0009579028,0.0008220902,0.0001284588,0.00001205673,0.000341115,0.0000740028,0.9887304,0.0002359761],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007552385,0.9843627,0.0004579849,0.003615922,0.0009326604,0.002756462,0.0001919638,0.0000260677,0.0001038116],"genre_scores_gemma":[0.00382607,0.9768664,0.001909524,0.002613718,0.01326403,0.0002951244,0.000110739,0.000415696,0.0006986602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9900889,"threshold_uncertainty_score":0.9354875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033278887333356,"score_gpt":0.4228524456056204,"score_spread":0.3195245568722848,"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."}}