{"id":"W2132161976","doi":"10.1182/blood-2014-05-574913","title":"Platelet bioreactor-on-a-chip","year":2014,"lang":"en","type":"article","venue":"Blood","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Heart, Lung, and Blood Institute","keywords":"Bioreactor; Platelet; Organ-on-a-chip; Biomedical engineering; Bone marrow; Shear stress; Chemistry; Microfluidics; Materials science; Biology; Nanotechnology; Medicine; Immunology; Composite material","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":[0.0002854646,0.0004437679,0.0004195473,0.0003806944,0.0002213987,0.0005702524,0.0008704371,0.0007113791,0.006395095],"category_scores_gemma":[0.000366117,0.0002950533,0.0003934479,0.0001561782,0.0001430836,0.0003147967,0.0004116556,0.0005655219,0.002864288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003767244,"about_ca_system_score_gemma":0.0006799981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008250052,"about_ca_topic_score_gemma":0.001431908,"domain_scores_codex":[0.9996407,0.00002784572,0.00002625891,0.0001079139,0.0001569476,0.00004035771],"domain_scores_gemma":[0.9997532,0.0000694167,0.00004007527,0.00003773307,0.00007069595,0.0000289408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000100883,0.0001681622,0.0005261357,0.0002099871,0.00003403794,0.0001858706,0.00003654685,0.0009248625,0.9555159,0.001004334,0.006900665,0.03439249],"study_design_scores_gemma":[0.00005546881,0.0005997011,0.003153338,0.00003070784,0.00006744753,0.0007069125,0.0000282098,0.02186485,0.9084693,0.0002989293,0.06466261,0.00006254364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4579643,0.01082761,0.4487829,0.002533915,0.004191753,0.0009405239,0.007202694,0.01388638,0.05366982],"genre_scores_gemma":[0.6672062,0.00284101,0.2834372,0.001781494,0.0003620837,0.001172514,0.00358747,0.0004130655,0.03919898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006395095,"threshold_uncertainty_score":0.02139372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327205589515793,"score_gpt":0.2396155775216273,"score_spread":0.2263435216264694,"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."}}