{"id":"W2041467858","doi":"10.1097/nan.0b013e3181c65cc9","title":"Needleless Connectors","year":2010,"lang":"en","type":"article","venue":"Journal of Infusion Nursing","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Computer science; Medicine; Intensive care medicine","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":[0.002401653,0.001469856,0.000629954,0.001975162,0.001376928,0.002535841,0.001961621,0.003072481,0.04039504],"category_scores_gemma":[0.01201205,0.0005927094,0.0009858274,0.001734837,0.001586472,0.005255348,0.002041737,0.004059617,0.03071452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005406515,"about_ca_system_score_gemma":0.001286276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004259798,"about_ca_topic_score_gemma":0.0008146588,"domain_scores_codex":[0.9962826,0.001008732,0.0006837538,0.0003308606,0.001487405,0.0002066193],"domain_scores_gemma":[0.9945117,0.001650481,0.000839254,0.000573025,0.001867885,0.0005577276],"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":[0.0003516154,0.0001070958,0.001093821,0.003038476,0.00004066345,0.003647967,0.0005839512,0.0002945055,0.01204698,0.06835681,0.4292838,0.4811542],"study_design_scores_gemma":[0.00001893516,0.0001909309,0.0004406087,0.0003679605,0.00002181623,0.00824139,0.0001227867,0.0001425041,0.00190282,0.003980163,0.9845403,0.00002983055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01068348,0.1288531,0.3090477,0.03018373,0.1531426,0.001353103,0.001542263,0.008118914,0.3570751],"genre_scores_gemma":[0.1079589,0.1147013,0.2688831,0.04728252,0.01954373,0.00168595,0.003139093,0.002546879,0.4342584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04039504,"threshold_uncertainty_score":0.1351349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009918500206137463,"score_gpt":0.3004178786011762,"score_spread":0.2904993783950388,"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."}}