{"id":"W1588928410","doi":"10.5935/1415-2762.20140026","title":"Flebite em acessos venosos periféricos de pacientes de um hospital do Vale do Paraíba","year":2014,"lang":"en","type":"article","venue":"Reme Revista Mineira de Enfermagem","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"College & Association of Registered Nurses of Alberta","funders":"","keywords":"Medicine; Peripheral; Catheter; Intravenous Infusions; Intravenous therapy; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002073294,0.0004425167,0.0007635474,0.0001810751,0.0008478275,0.0002067276,0.0005766854,0.0003638605,0.0009886752],"category_scores_gemma":[0.0006742869,0.0004062385,0.0004482524,0.000427452,0.000100448,0.0002098897,0.0002289991,0.0008553209,0.0007564949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007328614,"about_ca_system_score_gemma":0.0004148668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007925001,"about_ca_topic_score_gemma":0.00002362131,"domain_scores_codex":[0.9952729,0.001115838,0.0007780985,0.0006570583,0.0004169291,0.001759168],"domain_scores_gemma":[0.9973763,0.0004403453,0.0003991357,0.000953583,0.0002052397,0.000625462],"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":[0.0003067979,0.0021961,0.6335392,0.005242768,0.0005709171,0.0003359997,0.06693412,0.0001099747,0.04194413,0.01295453,0.1444225,0.09144297],"study_design_scores_gemma":[0.003499497,0.0006816564,0.1252192,0.001902048,0.0007559536,0.00006582821,0.005446583,0.006455329,0.001114599,0.001202839,0.8517909,0.001865567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808182,0.001936834,0.005376284,0.0007695575,0.0003086703,0.001018417,0.00007398477,0.0002437925,0.009454224],"genre_scores_gemma":[0.9909171,0.0007106655,0.00208377,0.0008834018,0.001148328,0.0001673175,0.00006314869,0.0001079497,0.003918265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7073684,"threshold_uncertainty_score":0.9999245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206881507470708,"score_gpt":0.3504987763445862,"score_spread":0.3184299612698791,"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."}}