{"id":"W2016747328","doi":"10.1503/cmaj.1140090","title":"About bloody time","year":2014,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bloody; Blood donor; Medicine; World Wide Web; Surgery; Computer science; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001466354,0.0005227762,0.0005781772,0.0003562165,0.00332535,0.00220588,0.0008554392,0.0244486,0.004488206],"category_scores_gemma":[0.009320397,0.000292108,0.0006959341,0.0003298111,0.002800364,0.003167593,0.001009243,0.02415362,0.001876234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003487518,"about_ca_system_score_gemma":0.002207088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101351,"about_ca_topic_score_gemma":0.01261142,"domain_scores_codex":[0.9989034,0.0003142536,0.00009846291,0.0001593083,0.0003197847,0.0002048479],"domain_scores_gemma":[0.9983303,0.0009497717,0.0001178196,0.00007173633,0.0001946527,0.0003356678],"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":[0.0001310481,0.00006971188,0.002558233,0.00007285642,0.00002793856,0.01945376,0.0008257961,0.00009276856,0.000640473,0.02106469,0.9273549,0.02770779],"study_design_scores_gemma":[0.0001005245,0.0001142072,0.002863999,0.000381039,0.0000312712,0.02265293,0.001381993,0.0004710254,0.0003538833,0.02730284,0.9442826,0.00006362464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001496677,0.002655571,0.0001010727,0.9816465,0.008404654,0.000007456986,0.00002438606,0.00002075385,0.005642965],"genre_scores_gemma":[0.01738472,0.002324032,0.000253017,0.9474786,0.02224103,0.00001670234,0.00001930692,0.00001441318,0.0102681],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0244486,"threshold_uncertainty_score":0.02530378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007800733913488198,"score_gpt":0.2062645765488862,"score_spread":0.198463842635398,"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."}}