{"id":"W2084917915","doi":"10.1097/00129804-200603000-00005","title":"Leading Change","year":2006,"lang":"en","type":"article","venue":"Journal of Infusion Nursing","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Silastic; Venous access; Complication; Surgery; Catheter; Population; Retrospective cohort study; Central venous catheter; Hematopoietic stem cell transplantation; Transplantation","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":[0.001774407,0.000458646,0.0002531776,0.0006470528,0.002774086,0.004249767,0.001297983,0.003833824,0.2754154],"category_scores_gemma":[0.01152088,0.0001790544,0.0003904341,0.0008219989,0.000892938,0.003183482,0.003457985,0.003837714,0.1089009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679222,"about_ca_system_score_gemma":0.005578584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00364315,"about_ca_topic_score_gemma":0.007826305,"domain_scores_codex":[0.9971488,0.0005283605,0.0001604686,0.0003852684,0.001156985,0.0006201504],"domain_scores_gemma":[0.9941612,0.0005634994,0.0002218058,0.0005042039,0.002315755,0.002233542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002293427,0.00003236945,0.0008483432,0.00009037533,0.000002771393,0.0002186352,0.0002772623,0.00002454823,0.0001837017,0.007327897,0.9219511,0.06902011],"study_design_scores_gemma":[0.000002840789,0.000009895341,0.0004421259,0.0000269243,9.05731e-7,0.00009085088,0.000255651,0.000009700321,0.00003938767,0.0006241015,0.998495,0.000002663681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004909156,0.003606116,0.002085153,0.2400097,0.1469916,0.00021037,0.001604827,0.0009987953,0.5995842],"genre_scores_gemma":[0.02821721,0.002419902,0.001271421,0.08082221,0.01055445,0.0001234307,0.00123325,0.0002534271,0.8751047],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2754154,"threshold_uncertainty_score":0.9213562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06457148227277265,"score_gpt":0.3917860435823715,"score_spread":0.3272145613095988,"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."}}