{"id":"W2557339756","doi":"10.1182/blood.v114.22.4521.4521","title":"Vascular Access Devices: A Retrospective Review Amongst Patients Treated at the Ottawa Hospital with Induction Chemotherapy for Acute Leukemia.","year":2009,"lang":"en","type":"review","venue":"Blood","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Seldinger technique; Surgery; Thrombosis; Deep vein; Catheter","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005497272,0.0002772773,0.000618645,0.00234591,0.001206274,0.001270488,0.0007294418,0.0006693725,0.002690473],"category_scores_gemma":[0.0024033,0.0005434981,0.0006521993,0.004808018,0.0006947638,0.0007414207,0.0007990969,0.0006033234,0.0003386393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002772537,"about_ca_system_score_gemma":0.002597914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08277517,"about_ca_topic_score_gemma":0.1020674,"domain_scores_codex":[0.998427,0.0001429747,0.0004616657,0.0002625943,0.0004261992,0.0002795429],"domain_scores_gemma":[0.9960446,0.0005704067,0.002448134,0.0001076752,0.0004436911,0.0003854105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007511271,0.00002195105,0.9963316,0.0002791681,0.00003808804,0.0007312833,0.0004228039,0.00001122263,0.0001145678,0.00002132997,0.0002660969,0.001686767],"study_design_scores_gemma":[0.000005951499,0.0001225725,0.9930753,0.0002712063,0.0000909138,0.002161379,0.002898372,0.00003859075,0.0000727987,0.00001165582,0.00123718,0.00001411129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9900468,0.006965849,0.00004480434,0.0001317961,0.00001828097,0.00008065251,0.001542284,0.00000530215,0.001164264],"genre_scores_gemma":[0.9935703,0.005015681,0.00009555581,0.0001714641,0.00001813501,0.00006326216,0.0007829028,0.000003614719,0.0002790009],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08277517,"threshold_uncertainty_score":0.1645867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046778640415075,"score_gpt":0.361203995855776,"score_spread":0.3307362094516252,"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."}}