{"id":"W3044755501","doi":"10.12968/bjon.2020.29.14.s32","title":"Time to rethink vascular access in patients with breast cancer","year":2020,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Breast cancer; Lymphedema; Mastectomy; Cancer; Radiation therapy; Cohort; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001761667,0.0002902394,0.0005367812,0.00062805,0.001965688,0.003335181,0.0009335637,0.002503941,0.01100183],"category_scores_gemma":[0.01836917,0.0002452937,0.0006885437,0.0005962399,0.0007237542,0.004517721,0.001476267,0.006431661,0.003256705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180601,"about_ca_system_score_gemma":0.002633979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922116,"about_ca_topic_score_gemma":0.006763963,"domain_scores_codex":[0.9981615,0.0007492427,0.0001502301,0.0001303038,0.0005427641,0.0002660068],"domain_scores_gemma":[0.9950957,0.001905394,0.0005896176,0.000184959,0.0009030915,0.00132134],"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":[0.0002895447,0.0003381742,0.03952384,0.0007465053,0.00009005161,0.005341015,0.002317138,0.0002200566,0.0007577391,0.003631465,0.3245056,0.6222389],"study_design_scores_gemma":[0.0002049159,0.0008257767,0.06254995,0.007599517,0.0001982529,0.03186637,0.01373532,0.0005445058,0.0009406871,0.02413701,0.857207,0.0001906913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0617793,0.2253776,0.007875871,0.6022626,0.01946688,0.0002784309,0.0005111679,0.0009059678,0.08154216],"genre_scores_gemma":[0.5107459,0.22045,0.02029959,0.1952874,0.02850868,0.0005906519,0.001390082,0.000433625,0.02229406],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01100183,"threshold_uncertainty_score":0.0368048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804246358054585,"score_gpt":0.2858438111557765,"score_spread":0.2678013475752307,"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."}}