{"id":"W2754108846","doi":"10.21037/mhealth.2017.08.08","title":"BLOODR: blood donor and requester mobile application","year":2017,"lang":"en","type":"article","venue":"mHealth","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"JavaScript; World Wide Web; Blood donor; Computer science; Service (business); Web application; Matching (statistics); Internet privacy; Medicine; Immunology; Pathology; Business","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":[0.0007243007,0.0009574166,0.0006599523,0.0007841046,0.0004877413,0.0008869392,0.001109813,0.001038228,0.04209071],"category_scores_gemma":[0.001978876,0.0003635708,0.0005703508,0.0004322802,0.000168145,0.001207729,0.001864395,0.0009903663,0.02390671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879294,"about_ca_system_score_gemma":0.0003806424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006992939,"about_ca_topic_score_gemma":0.0008190759,"domain_scores_codex":[0.9994087,0.0001092906,0.0000502353,0.0001006007,0.0002066232,0.0001245453],"domain_scores_gemma":[0.9991596,0.0002892255,0.00008939357,0.0001058076,0.0001757195,0.0001802833],"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":[0.002145716,0.0007774351,0.006913217,0.001947296,0.00006560569,0.002539849,0.001144958,0.0005057096,0.03003304,0.003335707,0.624063,0.3265285],"study_design_scores_gemma":[0.0005080442,0.0008781516,0.02943576,0.0007177579,0.0001300253,0.004741917,0.0005590022,0.01545646,0.03349702,0.003211526,0.9105276,0.0003367466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.07729586,0.004081939,0.1472006,0.003307104,0.001191426,0.00568388,0.02696218,0.5956588,0.1386183],"genre_scores_gemma":[0.4778978,0.004947548,0.1699814,0.009597802,0.001318719,0.005541339,0.04709772,0.02929094,0.2543268],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.04209071,"threshold_uncertainty_score":0.1408074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0216380464203363,"score_gpt":0.2884445764229062,"score_spread":0.2668065300025699,"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."}}