{"id":"W1995568788","doi":"10.1016/j.ejor.2015.03.007","title":"Selective vehicle routing for a mobile blood donation system","year":2015,"lang":"en","type":"article","venue":"European Journal of Operational Research","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Türkiye Bilimler Akademisi","keywords":"Computer science; Vehicle routing problem; Pareto principle; Heuristic; Operations research; Routing (electronic design automation); Blood donor; Set (abstract data type); Turkish; Blood collection; Data collection; Operations management; Engineering; Medicine; Computer network; Mathematics; Statistics; Emergency medicine; Artificial intelligence","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":[0.0004115716,0.0003293329,0.0004681946,0.0003423297,0.0009221319,0.0008340752,0.0007600091,0.0007023444,0.004244998],"category_scores_gemma":[0.0007237862,0.0001815015,0.000301007,0.0003461485,0.0003475774,0.0005488411,0.0006479137,0.0003282737,0.0003730961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000789381,"about_ca_system_score_gemma":0.0007980582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006309508,"about_ca_topic_score_gemma":0.006378373,"domain_scores_codex":[0.9996971,0.00007915036,0.00001408207,0.00005486032,0.00004735393,0.0001074992],"domain_scores_gemma":[0.9995333,0.0001884277,0.00004155012,0.00005929333,0.00012276,0.00005464311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001995596,0.0002525172,0.00556314,0.0001538034,0.0001000697,0.001591909,0.0003617818,0.8064981,0.0341122,0.01275702,0.009517097,0.1270967],"study_design_scores_gemma":[0.00002970404,0.000218869,0.000719136,0.000004925027,0.00003105532,0.0001637858,0.0001404352,0.9926943,0.002618878,0.001790373,0.00157541,0.00001318481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7830782,0.0004881894,0.2013918,0.001221811,0.0002733642,0.0001999957,0.000268057,0.001786997,0.01129161],"genre_scores_gemma":[0.9909656,0.00004441158,0.006634864,0.00003159565,0.00001336277,0.00001075387,0.00004226268,0.00001028527,0.002246932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006309508,"threshold_uncertainty_score":0.01420099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024284857410364,"score_gpt":0.3459722019811122,"score_spread":0.2435437162400758,"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."}}