{"id":"W1590101985","doi":"10.1002/9780470400531.eorms0028","title":"An Introduction to Platelet Inventory and Ordering Problems","year":2011,"lang":"en","type":"other","venue":"Wiley Encyclopedia of Operations Research and Management Science","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Platelet; Platelet transfusion; Inventory management; Intensive care medicine; Medicine; Operations management; Business; Internal medicine; 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":[0.002856508,0.002070698,0.001214396,0.002939043,0.001840623,0.006995676,0.002940066,0.004392028,0.0176376],"category_scores_gemma":[0.007395348,0.001213189,0.001553398,0.009516681,0.002658176,0.006310072,0.002559046,0.005369514,0.002762529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003455919,"about_ca_system_score_gemma":0.002929289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006787726,"about_ca_topic_score_gemma":0.003595765,"domain_scores_codex":[0.9966474,0.001259112,0.0003169641,0.0005116143,0.000997046,0.0002677968],"domain_scores_gemma":[0.9921409,0.005982901,0.0006114935,0.0002828959,0.0007380628,0.0002437546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008118581,0.0002871214,0.002524326,0.001962397,0.0000698595,0.001306151,0.0004654175,0.06259605,0.0005394408,0.5700898,0.1462082,0.21387],"study_design_scores_gemma":[0.000041774,0.0001004809,0.001703308,0.001036242,0.00005257915,0.001883609,0.0006070479,0.07844806,0.0004973004,0.5402516,0.3752578,0.0001202055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01043741,0.1713172,0.5338463,0.04729722,0.006291055,0.0006741707,0.002833654,0.0006381184,0.2266649],"genre_scores_gemma":[0.2081145,0.2554046,0.411779,0.007290226,0.02173757,0.001217058,0.003838409,0.0004885276,0.09013002],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0176376,"threshold_uncertainty_score":0.05900371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531848285484641,"score_gpt":0.3047219993581121,"score_spread":0.2694035165032657,"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."}}