{"id":"W2560202647","doi":"10.1155/2016/6140239","title":"Could Microparticles Be the Universal Quality Indicator for Platelet Viability and Function?","year":2016,"lang":"en","type":"review","venue":"Journal of Blood Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Canadian Blood Services; University of British Columbia","funders":"","keywords":"Platelet; Platelet transfusion; Quality (philosophy); Medicine; Reliability engineering; Immunology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001944716,0.0007236921,0.001344493,0.002330945,0.0002312536,0.001648437,0.000978398,0.001928829,0.001489993],"category_scores_gemma":[0.003459394,0.000294131,0.0006447469,0.001694527,0.001412514,0.002437508,0.000592967,0.001949241,0.001009459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007306064,"about_ca_system_score_gemma":0.001039667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126546,"about_ca_topic_score_gemma":0.0009556964,"domain_scores_codex":[0.9991539,0.0001750739,0.0001311173,0.0001653701,0.0003293026,0.00004524149],"domain_scores_gemma":[0.9983682,0.0008383883,0.0002312669,0.00005978637,0.0004534216,0.0000489468],"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":[0.000127485,0.00007456183,0.001494327,0.01889921,0.0001286609,0.0002674357,0.000151889,0.000219841,0.004878473,0.0130284,0.01729118,0.9434385],"study_design_scores_gemma":[0.00002611126,0.0002457226,0.004537747,0.009913879,0.0003139595,0.004045387,0.0003050008,0.0004048009,0.007243246,0.008150499,0.9647307,0.0000828978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002598191,0.9973987,0.0004436788,0.0008011308,0.0003554691,0.000005934021,0.00001895753,0.000005856856,0.0007104973],"genre_scores_gemma":[0.005217831,0.9917241,0.0009483336,0.000632638,0.0004769865,0.0000208582,0.00004773934,0.000003866475,0.0009277245],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002330945,"threshold_uncertainty_score":0.01028478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04588324221472821,"score_gpt":0.3362982219729298,"score_spread":0.2904149797582016,"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."}}