{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005099757,0.0005871718,0.000976175,0.002270306,0.0002937568,0.0006413715,0.0006482126,0.0009166127,0.002126342],"category_scores_gemma":[0.0008685536,0.0001701563,0.0005629811,0.001358299,0.0004543746,0.0008376841,0.0004541373,0.001135359,0.0013427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002582363,"about_ca_system_score_gemma":0.0006420616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005629245,"about_ca_topic_score_gemma":0.001032159,"domain_scores_codex":[0.9997765,0.00003994495,0.00005049014,0.00003099858,0.00008767686,0.00001430066],"domain_scores_gemma":[0.9996701,0.0001990836,0.00005070721,0.000008190857,0.00005194481,0.00001985745],"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":[0.00005341309,0.00007646091,0.00045234,0.01546169,0.00006734575,0.0009236628,0.00009817231,0.0001467907,0.001929282,0.001943021,0.009744661,0.9691031],"study_design_scores_gemma":[0.00003177476,0.0002111111,0.003916404,0.008741491,0.0002248134,0.02032126,0.0002138611,0.0001444251,0.001648205,0.00195378,0.9625606,0.00003226893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001884052,0.9988814,0.0001097595,0.0001046067,0.00007001402,0.000003807673,0.000005647041,0.000003699724,0.0006326208],"genre_scores_gemma":[0.001254003,0.997996,0.0002471248,0.0000765622,0.00008932456,0.000006712977,0.00001192333,0.000001071703,0.0003173231],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002270306,"threshold_uncertainty_score":0.007113278,"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."}}