{"id":"W4292284140","doi":"10.2309/java-d-22-00007","title":"Clinical Experience with a Power Injectable Arm Port","year":2022,"lang":"en","type":"article","venue":"Journal of the Association for Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Port (circuit theory); Surgery; Thrombosis; Retrospective cohort study; Malignancy; Venous thrombosis; Catheter; Complication; Deep vein; Vein; 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":[0.00122647,0.000308989,0.0002498807,0.0007107771,0.0003269107,0.0007316926,0.0004054774,0.0003556447,0.003361542],"category_scores_gemma":[0.006743575,0.0001981411,0.0004921465,0.0008857361,0.0004123427,0.0007580106,0.0003301905,0.0005389238,0.0008966235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002501219,"about_ca_system_score_gemma":0.0003187028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954158,"about_ca_topic_score_gemma":0.0004257163,"domain_scores_codex":[0.9990465,0.0003143964,0.0001580951,0.0001223042,0.0002707972,0.00008789587],"domain_scores_gemma":[0.9951061,0.00200866,0.001630415,0.0004204584,0.0003531609,0.0004813034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004606487,0.0006935501,0.7298323,0.0005277361,0.0002165579,0.05266906,0.002052539,0.0003409214,0.00639616,0.0005000671,0.003792631,0.2025178],"study_design_scores_gemma":[0.00005643223,0.004709519,0.380066,0.0004287507,0.0002160298,0.5835378,0.001382706,0.0009075179,0.00502507,0.0003607589,0.02324881,0.00006065581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757047,0.01276744,0.003221279,0.0003972381,0.0001161571,0.00005734077,0.0001056142,0.00008660948,0.007543583],"genre_scores_gemma":[0.9932714,0.003977424,0.001169994,0.0002869519,0.000121109,0.00001826716,0.0001158698,0.00002074822,0.001018165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003361542,"threshold_uncertainty_score":0.01124549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05111640383314629,"score_gpt":0.4144086252836036,"score_spread":0.3632922214504573,"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."}}