{"id":"W4383620841","doi":"10.29173/spectrum131","title":"Background, Physiology and Ethics of Artificial Placentas","year":2023,"lang":"en","type":"article","venue":"Spectrum","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Beneficence; Autonomy; Economic Justice; Bioethics; Ethical issues; Medicine; Pregnancy; Intensive care medicine; Psychology; Engineering ethics; Obstetrics; Political science; Biology; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00009219216,0.00003501202,0.00007475886,0.00007484153,0.00001942071,0.000003300109,0.00001131204,0.00005159987,0.0001837045],"category_scores_gemma":[0.00001055454,0.00003063115,0.00001672925,0.0001474672,0.00004592292,0.00001563265,0.000005609707,0.0001210873,0.0002310639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000069915,"about_ca_system_score_gemma":0.00002677093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009494446,"about_ca_topic_score_gemma":0.00003149835,"domain_scores_codex":[0.999675,0.00001336322,0.00008072226,0.00008137291,0.00008008882,0.00006943545],"domain_scores_gemma":[0.9998545,0.00004950176,0.00001454239,0.00004828932,0.00001019462,0.00002297971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005971536,0.0001200241,0.008449496,0.00142722,0.0001419766,0.00008366028,0.004508203,0.000007738295,0.7448471,0.2355136,0.001804396,0.002499514],"study_design_scores_gemma":[0.001458636,0.0004332856,0.639071,0.0001276816,0.0001634277,0.00009425398,0.001291759,0.00142033,0.3113101,0.04060141,0.003860602,0.0001675257],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911903,0.00003094194,0.00004263341,0.007131642,0.0001738586,0.00006534239,0.00001084272,0.00006391529,0.001290581],"genre_scores_gemma":[0.99907,0.0001297888,0.00004651775,0.0001672503,0.00008517261,9.679849e-7,0.00005139369,0.000006555971,0.0004423615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6306215,"threshold_uncertainty_score":0.2969936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04693716495234428,"score_gpt":0.3279727867654865,"score_spread":0.2810356218131422,"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."}}