{"id":"W1980163106","doi":"10.1046/j.1365-2044.2002.02786.x","title":"A dedicated intravenous cannula for postoperative use Effect on incidence and severity of phlebitis","year":2002,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"College & Association of Registered Nurses of Alberta","funders":"","keywords":"Medicine; Cannula; Thrombophlebitis; Incidence (geometry); Anesthesia; Surgery; Prospective cohort study; Significant difference; Internal medicine; Thrombosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002755312,0.0001388884,0.0003611024,0.00007458014,0.0003675599,0.000008585531,0.00008889467,0.0001361276,0.0001050202],"category_scores_gemma":[0.0002011705,0.0001125738,0.00007502235,0.0001314221,0.00008287651,0.00008969854,0.00002374315,0.0002034674,0.00002625904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007828941,"about_ca_system_score_gemma":0.00004289636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002094094,"about_ca_topic_score_gemma":0.0005881459,"domain_scores_codex":[0.9987686,0.0002556057,0.0002725545,0.0002345033,0.0001297606,0.0003389664],"domain_scores_gemma":[0.9990093,0.0004214771,0.0001335399,0.0002075526,0.0001040613,0.0001240361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001137016,0.0009514025,0.6021311,0.0007174332,0.0002884413,0.0001322266,0.05296327,0.00001709425,0.003081476,0.003928131,0.0229123,0.3117401],"study_design_scores_gemma":[0.005116386,0.0125112,0.9437043,0.001022911,0.0004372878,0.000029249,0.0009592932,0.005023489,0.00388271,0.0005365871,0.02585877,0.0009177896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997549,0.0001545044,0.00007761605,0.0009757938,0.00004726536,0.0009041962,0.00004675277,0.00003038199,0.0002144795],"genre_scores_gemma":[0.9975786,0.0002865941,0.0002690814,0.001396651,0.00003857312,0.00009121185,0.00001329835,0.00001859957,0.0003073992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3415732,"threshold_uncertainty_score":0.4590625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03571869230474233,"score_gpt":0.3211930290070579,"score_spread":0.2854743367023156,"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."}}