{"id":"W2397991694","doi":"10.1177/039139880202500107","title":"Randomized Study of Temporary Hemodialysis Catheters","year":2002,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital; Health Sciences Centre","funders":"","keywords":"Catheter; Medicine; Randomized controlled trial; Blood flow; Hemodialysis; Dialysis catheter; Surgery; Hemodialysis Catheter; Dialysis; Lumen (anatomy); Anesthesia; Cardiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002064233,0.0001307839,0.0006501049,0.0002599174,0.0002484198,0.00002044453,0.0007459608,0.00006462034,0.001724666],"category_scores_gemma":[0.0004079585,0.00007861711,0.0004384988,0.0002153991,0.0001195067,0.0001325161,0.00009411728,0.0004164455,0.00007726757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213868,"about_ca_system_score_gemma":0.00008664576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003738057,"about_ca_topic_score_gemma":0.0001674021,"domain_scores_codex":[0.9966175,0.0007436725,0.001484315,0.0001164465,0.0008291163,0.0002089564],"domain_scores_gemma":[0.9967616,0.000957032,0.001307023,0.000231743,0.0006607112,0.00008191837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1344626,0.01897496,0.07145239,0.00009203714,0.01645113,0.0004559586,0.6190726,0.00255429,0.04020021,0.004343288,0.04555624,0.04638439],"study_design_scores_gemma":[0.6070785,0.004369712,0.01068256,0.00102027,0.007558484,0.0002473279,0.2868409,0.01801907,0.01744699,0.0199235,0.02465335,0.002159392],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911298,0.0001086898,0.0003594015,0.005393568,0.001445945,0.0004467592,0.00001107643,0.00001104504,0.001093711],"genre_scores_gemma":[0.9980536,0.0001074629,0.00006418962,0.0005152012,0.0008589968,0.000008100536,0.000001932589,0.00001831859,0.000372161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.472616,"threshold_uncertainty_score":0.9991879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0688189707106844,"score_gpt":0.3526671395390293,"score_spread":0.283848168828345,"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."}}