{"id":"W2183663226","doi":"10.1111/hdi.2002.6.1.40","title":"Do Catheter Side Holes Provide Better Blood Flows?","year":2002,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Catheter; Coaxial; Volumetric flow rate; Blood flow; Surgery; Biomedical engineering; Thrombus; Cardiology; Mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005525441,0.0007261391,0.001163058,0.0006832738,0.000310363,0.0013834,0.0006137014,0.002371775,0.006465171],"category_scores_gemma":[0.02467496,0.0004732508,0.0006582707,0.0005889781,0.0008692499,0.00323138,0.0005447369,0.0005737878,0.00183432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867678,"about_ca_system_score_gemma":0.0004157537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001356915,"about_ca_topic_score_gemma":0.0002020581,"domain_scores_codex":[0.9979939,0.0007379761,0.0003050033,0.0002882761,0.0003123062,0.0003625408],"domain_scores_gemma":[0.9753578,0.01139618,0.007204183,0.002079026,0.002366057,0.001596777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01433166,0.001795438,0.1755794,0.005552869,0.000374273,0.003062041,0.001171316,0.001526126,0.2387335,0.002445602,0.006443465,0.5489842],"study_design_scores_gemma":[0.002283802,0.03924608,0.6054646,0.001231738,0.001629281,0.03269294,0.002858298,0.009322134,0.256357,0.006716262,0.04181746,0.0003803539],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451361,0.01202191,0.03182291,0.003831422,0.001071789,0.0002245692,0.0004448208,0.0007524756,0.004693989],"genre_scores_gemma":[0.9791343,0.003257299,0.01435073,0.001203478,0.0004616001,0.00007754768,0.0002080868,0.0002019711,0.001104879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006465171,"threshold_uncertainty_score":0.02922165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0397277312177835,"score_gpt":0.3183908678023662,"score_spread":0.2786631365845827,"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."}}