{"id":"W2395887388","doi":"","title":"Multiple Intravenous Infusions Phase 2b: Laboratory Study.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Psychological intervention; Infusion pump; Syringe driver; Syringe; Bolus (digestion); Intravenous Infusions; Intensive care unit; Intensive care; Anesthesia; Emergency medicine; Intensive care medicine; Nursing; Surgery","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":[0.006417057,0.0007867605,0.00135366,0.0007980927,0.0006326166,0.000980181,0.0008952074,0.0008968103,0.007564816],"category_scores_gemma":[0.01326799,0.0005808471,0.001096586,0.0008716613,0.0004190289,0.0007850384,0.0006973409,0.0009241258,0.002510366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275767,"about_ca_system_score_gemma":0.004693977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042179,"about_ca_topic_score_gemma":0.00120937,"domain_scores_codex":[0.9951118,0.002366357,0.0006138565,0.0008135721,0.0008995337,0.0001948691],"domain_scores_gemma":[0.9897572,0.002502567,0.003502619,0.0008030113,0.002574311,0.0008603427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1340193,0.0728829,0.1481976,0.02409075,0.003527244,0.0009888612,0.002380588,0.00152924,0.008870653,0.001708658,0.02294866,0.5788557],"study_design_scores_gemma":[0.1068369,0.4106606,0.3535312,0.00785186,0.003596265,0.00272046,0.001739889,0.001843543,0.01092574,0.001637419,0.0983815,0.0002746263],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7970571,0.02993554,0.01510501,0.001515423,0.0006871162,0.1162257,0.01625591,0.0007279756,0.02249026],"genre_scores_gemma":[0.8054168,0.007942989,0.03159162,0.004163502,0.0004644662,0.130676,0.01036216,0.00009876155,0.009283697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007564816,"threshold_uncertainty_score":0.03393704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007618995313096067,"score_gpt":0.1936455248519068,"score_spread":0.1860265295388108,"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."}}