{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003631423,0.00007814992,0.0003352104,0.00006279705,0.001230854,0.00003083386,0.0006142422,0.00006961925,0.0003964691],"category_scores_gemma":[0.0004836813,0.000048399,0.0005738699,0.0002994126,0.00001427706,0.000236294,0.0002165977,0.0006654035,0.000002675544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007035598,"about_ca_system_score_gemma":0.0004165153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004131399,"about_ca_topic_score_gemma":0.00002762346,"domain_scores_codex":[0.9976084,0.0005411148,0.0007186251,0.0001160292,0.0007244641,0.0002913791],"domain_scores_gemma":[0.9970609,0.0003709797,0.001833703,0.0002218121,0.0004379487,0.00007465099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001740418,0.0003193653,0.9797975,0.00001303721,0.0004106767,0.000001839138,0.003630009,0.0004835092,0.00001884451,0.0001542312,0.01473363,0.0002632521],"study_design_scores_gemma":[0.004103032,0.0006494317,0.5581641,0.00006056428,0.0005071596,0.00001045458,0.00504841,0.0001305945,0.00004411877,0.0009333224,0.4301431,0.0002057398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941015,0.0001123897,0.0005729075,0.001643584,0.001768762,0.0005297504,0.00001884196,0.000009776705,0.001242495],"genre_scores_gemma":[0.9959879,0.00003983759,0.000134718,0.001388103,0.0002713938,0.00006287191,0.000002666992,0.00001661322,0.002095898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4216335,"threshold_uncertainty_score":0.9466859,"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."}}