{"id":"W2582315488","doi":"10.1111/vox.12479","title":"Alternatives in blood operations when choosing non‐<scp>DEHP</scp> bags","year":2017,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"","keywords":"Computer science; Food science; Chemistry","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":[0.00544352,0.0003050173,0.0003504488,0.0007906985,0.001370068,0.003069975,0.0009677841,0.001287797,0.01411504],"category_scores_gemma":[0.01245261,0.0002500968,0.0007567115,0.0006707592,0.0007484647,0.001921398,0.001124235,0.00144295,0.002075288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004275693,"about_ca_system_score_gemma":0.0009513479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065956,"about_ca_topic_score_gemma":0.002170351,"domain_scores_codex":[0.9959329,0.002179806,0.0003949112,0.0001962991,0.0007365609,0.0005596053],"domain_scores_gemma":[0.9956375,0.00258549,0.0005874487,0.0001456495,0.0003363745,0.0007075956],"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":[0.005446771,0.002393208,0.1253036,0.002397459,0.0002529799,0.01653136,0.01187256,0.001136498,0.00736015,0.006849045,0.04426217,0.7761942],"study_design_scores_gemma":[0.0006058123,0.007784269,0.2563534,0.008757239,0.0005939804,0.06825682,0.1112994,0.003211908,0.01565052,0.03306391,0.4938578,0.0005649331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8533094,0.02839494,0.01455749,0.0366081,0.001748456,0.000454934,0.0003427859,0.0001715454,0.06441221],"genre_scores_gemma":[0.9499634,0.01441581,0.02113757,0.006346038,0.0006445233,0.0001484463,0.0003338489,0.0001188335,0.006891615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01411504,"threshold_uncertainty_score":0.04721951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02344073325847514,"score_gpt":0.300723066225455,"score_spread":0.2772823329669799,"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."}}