{"id":"W2953528216","doi":"10.1016/j.actbio.2019.06.041","title":"The blood compatibility challenge: Editorial introduction","year":2019,"lang":"en","type":"editorial","venue":"Acta Biomaterialia","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Compatibility (geochemistry); Materials science; Systems engineering; Composite material; Engineering","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001550899,0.000389053,0.0006685103,0.00008334178,0.0002848283,0.0001998569,0.0003256575,0.002964228,0.00018021],"category_scores_gemma":[0.0009407017,0.0002349333,0.0001946261,0.0001614468,0.0008252138,0.00007608264,0.0001683598,0.0008476024,0.0001379399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000160698,"about_ca_system_score_gemma":0.0007250902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001967374,"about_ca_topic_score_gemma":0.00002858089,"domain_scores_codex":[0.9961875,0.0002052903,0.0006979216,0.0007097054,0.001783223,0.0004163377],"domain_scores_gemma":[0.9972081,0.0003519343,0.0004284462,0.001141503,0.0006993347,0.0001707439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005758775,0.0001829199,0.000001536781,0.0004675755,0.0002338884,0.000002788603,0.00007080835,1.625022e-8,0.0258006,0.000153892,0.9719895,0.0005205969],"study_design_scores_gemma":[0.00176046,0.0005679092,0.00006844244,0.000126431,0.0004142485,0.000004347341,0.00001340693,0.000008025196,0.001582582,0.0004557765,0.9947466,0.0002517185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.002517847,0.0001857595,0.000002187748,0.01760231,0.9785891,0.0006753466,0.0001867407,0.0001291497,0.0001115425],"genre_scores_gemma":[0.009680374,0.0006276108,0.00002896683,0.00001727009,0.9840396,0.00002740547,0.003265997,0.00006387525,0.002248899],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02421801,"threshold_uncertainty_score":0.9983301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009193702148052872,"score_gpt":0.2835962655756946,"score_spread":0.2744025634276417,"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."}}