{"id":"W1568568649","doi":"10.1111/j.1525-139x.2004.17103.x","title":"Treating Intractable Venous Stenosis: Present and Future Therapy","year":2004,"lang":"en","type":"review","venue":"Seminars in Dialysis","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Angioplasty; Percutaneous; Stenosis; Balloon; Hemodialysis; Venous access; Dialysis; Dysfunctional family; Surgery; Intensive care medicine; Radiology","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":[0.001312162,0.0008834335,0.001573531,0.001543882,0.0003803984,0.001262158,0.001258928,0.00231011,0.003583518],"category_scores_gemma":[0.001422729,0.0002893608,0.0005929917,0.001573288,0.0008819641,0.002460951,0.0004801281,0.002615345,0.002044504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007089876,"about_ca_system_score_gemma":0.0009448949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008658622,"about_ca_topic_score_gemma":0.002671997,"domain_scores_codex":[0.9995547,0.0001282979,0.00006285728,0.00005129656,0.0001699442,0.00003283121],"domain_scores_gemma":[0.9994612,0.0002434185,0.00007938808,0.00001916114,0.0001282879,0.00006852896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001495377,0.0001952299,0.0002767949,0.01284285,0.0001017848,0.001107848,0.0001098638,0.000318177,0.001337163,0.002829134,0.07103762,0.909694],"study_design_scores_gemma":[0.0001572932,0.0002670086,0.001710388,0.007992855,0.0001549505,0.007982202,0.0003154852,0.0002508115,0.0003644222,0.00323617,0.9775301,0.00003827463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008064105,0.9975809,0.00007828301,0.00101302,0.0006590786,0.000002817719,0.000003903757,0.000005386645,0.0005758363],"genre_scores_gemma":[0.0006028658,0.997232,0.000183861,0.0005149348,0.001030305,0.000006019901,0.000007925118,0.000001195841,0.000420777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003583518,"threshold_uncertainty_score":0.01198804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04648326431878921,"score_gpt":0.3841377539629647,"score_spread":0.3376544896441755,"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."}}