{"id":"W2084548040","doi":"10.5301/jva.2011.6390","title":"Seeing Eye to Eye: The Key to Reducing Catheter Use","year":2011,"lang":"en","type":"article","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Toronto General Hospital; University of Toronto; Humber River Regional Hospital; University Health Network","funders":"","keywords":"Medicine; Observational study; Hemodialysis; Catheter; Central venous catheter; Vascular access; Intensive care medicine; Emergency medicine; Surgery; Internal 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":[0.003326542,0.0002991,0.0005132566,0.0008157973,0.002621736,0.003352378,0.0009389065,0.00224906,0.006480562],"category_scores_gemma":[0.03878519,0.000303528,0.000497488,0.0005099363,0.001501928,0.002722668,0.003195905,0.00308082,0.001169323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348521,"about_ca_system_score_gemma":0.004349313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006948838,"about_ca_topic_score_gemma":0.007841493,"domain_scores_codex":[0.9952174,0.002149201,0.000317883,0.0004029423,0.001195555,0.0007171177],"domain_scores_gemma":[0.9753568,0.008714047,0.007017149,0.0006834775,0.003283083,0.004945491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002119518,0.001074792,0.4708665,0.001520566,0.0001839991,0.0007600595,0.01462422,0.0002689624,0.00252726,0.0012746,0.06387426,0.4428129],"study_design_scores_gemma":[0.0000757443,0.001348321,0.837352,0.003861832,0.0002969709,0.005032196,0.05458328,0.00104893,0.002182737,0.006718886,0.08726403,0.0002350482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7536561,0.02701748,0.01117051,0.1696411,0.00173456,0.0002385125,0.0003615344,0.0007066482,0.03547352],"genre_scores_gemma":[0.9755117,0.004921834,0.005970279,0.01107576,0.0006592353,0.0000708498,0.00009084074,0.00005884195,0.001640465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006948838,"threshold_uncertainty_score":0.0216797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089349735403041,"score_gpt":0.3889990504060432,"score_spread":0.2800640768657391,"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."}}