{"id":"W2130331477","doi":"","title":"Multiple intravenous infusions phase 1b: practice and training scan.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Intravenous Infusion Technology and Safety","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intravenous Infusions; Medicine; Food and drug administration; Patient safety; Harm; Administration (probate law); Intravenous drug; Medical emergency; Emergency medicine; Anesthesia; Family medicine; Psychology; Health care; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004009726,0.0002623889,0.0006641127,0.002889793,0.0007347164,0.001303099,0.001997332,0.000744794,0.01865367],"category_scores_gemma":[0.01671788,0.0006053736,0.0005465736,0.007952371,0.0003757752,0.001445692,0.001564016,0.001214878,0.003320797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01236249,"about_ca_system_score_gemma":0.04315352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2921358,"about_ca_topic_score_gemma":0.4898354,"domain_scores_codex":[0.9974032,0.0006210582,0.0002759015,0.0002120324,0.001161145,0.0003266422],"domain_scores_gemma":[0.9808419,0.003854096,0.00382187,0.00054783,0.008788423,0.002145849],"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":[0.0004731581,0.0005268057,0.06383373,0.01703269,0.00007229218,0.0002651475,0.001919974,0.0003447656,0.0004024886,0.0005089337,0.199841,0.714779],"study_design_scores_gemma":[0.0006645864,0.0007825923,0.5912415,0.03416083,0.0001931934,0.0007472107,0.003224819,0.00034806,0.0003884746,0.0002849197,0.3679009,0.000062838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2200843,0.2315262,0.003541513,0.07643744,0.001829731,0.02154965,0.2212881,0.001661108,0.2220819],"genre_scores_gemma":[0.5103257,0.2447155,0.02205423,0.02159892,0.0007179237,0.03080923,0.1104373,0.0003894251,0.05895174],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2921358,"threshold_uncertainty_score":0.5808707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915112775317901,"score_gpt":0.2261278946719334,"score_spread":0.2069767669187544,"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."}}