{"id":"W4200612616","doi":"10.17975/sfj-2021-011","title":"3D bioprinting in microgravity: An end to organ donor shortages?","year":2021,"lang":"en","type":"article","venue":"STEM Fellowship Journal","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; University of Toronto","funders":"","keywords":"Economic shortage; Organ donation; Xenotransplantation; United Network for Organ Sharing; Transplantation; 3D bioprinting; Limiting; Medicine; Organ transplantation; Intensive care medicine; Dilemma; Organ procurement; Business; Surgery; Engineering; Mechanical engineering; Biomedical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001487429,0.0005353992,0.0007666489,0.0005523438,0.0005868445,0.002345906,0.0009535544,0.001964404,0.006510315],"category_scores_gemma":[0.001590146,0.0001709688,0.0005471125,0.0005573743,0.001437198,0.002499458,0.001279766,0.001841743,0.001210377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004779215,"about_ca_system_score_gemma":0.0006696363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003725674,"about_ca_topic_score_gemma":0.0009038489,"domain_scores_codex":[0.9994374,0.0001848552,0.00003963993,0.00006074566,0.0002311972,0.00004606976],"domain_scores_gemma":[0.9991105,0.0004485136,0.0001423615,0.00005172699,0.0001544197,0.00009239907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005856263,0.0001223913,0.003728627,0.01165884,0.000144698,0.003034224,0.001221266,0.001593835,0.02780379,0.03520904,0.05392197,0.8609756],"study_design_scores_gemma":[0.0000351451,0.0009693751,0.004630999,0.006087533,0.0002495954,0.01536005,0.003166207,0.001917767,0.01944031,0.06360516,0.8844214,0.0001164854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01770457,0.8822575,0.02112331,0.05881939,0.006114967,0.00004016926,0.0001414781,0.0001569629,0.0136416],"genre_scores_gemma":[0.1340986,0.8148868,0.01923499,0.01751756,0.006772956,0.00009155221,0.0002068096,0.0001120743,0.007078636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006510315,"threshold_uncertainty_score":0.02177918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02589867051067515,"score_gpt":0.2886387574373113,"score_spread":0.2627400869266361,"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."}}