{"id":"W2918114916","doi":"10.1111/hdi.12737","title":"A prototype line clamp for venous access bleeding in hemodialysis: A prospective cohort study","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Hemodialysis; Troubleshooting; Clamp; Prospective cohort study; Dialysis; Surgery; Home hemodialysis; Cohort; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001958157,0.0004014269,0.0004144613,0.000695368,0.001068502,0.001150891,0.0005186744,0.0007637773,0.002161026],"category_scores_gemma":[0.003404502,0.0005390517,0.0007613468,0.000731312,0.0003778655,0.001143842,0.0005783516,0.001134939,0.0004731238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003193844,"about_ca_system_score_gemma":0.000635468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671139,"about_ca_topic_score_gemma":0.003605626,"domain_scores_codex":[0.998998,0.0002179757,0.0001078992,0.0003030897,0.0002284784,0.0001444717],"domain_scores_gemma":[0.9980984,0.0003489577,0.0006804897,0.000258389,0.0002765189,0.0003372716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002950642,0.0003312517,0.9975344,0.00001989682,0.00005754123,0.0001204343,0.0003445623,0.000009248634,0.000194875,0.00001414953,0.00009358596,0.0009849694],"study_design_scores_gemma":[0.00006313146,0.002878969,0.9938191,0.00003056243,0.0001014733,0.0008733117,0.001559268,0.0001690386,0.00009227903,0.00003063121,0.0003649637,0.00001738015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994715,0.00008176731,0.00009831758,0.0000131829,0.000005705451,0.00005899553,0.0001230616,0.00000142811,0.0001461227],"genre_scores_gemma":[0.9992643,0.00008776575,0.0001891011,0.00004442076,0.00001106278,0.00006311801,0.0001905014,0.000002563303,0.0001471112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002671139,"threshold_uncertainty_score":0.01035589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04277144151433437,"score_gpt":0.3905048353009543,"score_spread":0.3477333937866199,"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."}}