{"id":"W4285098326","doi":"10.1097/nan.0000000000000471","title":"Midline Catheters","year":2022,"lang":"en","type":"review","venue":"Journal of Infusion Nursing","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nurses Association","funders":"","keywords":"Medicine; Catheter; Intensive care medicine; Central line; Confusion; Vein; Thrombosis; Surgery","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":[0.001069961,0.000964599,0.001207783,0.002122099,0.0006563453,0.001928768,0.001316696,0.001503064,0.01990462],"category_scores_gemma":[0.004547862,0.0003279408,0.001590939,0.002039562,0.0007370882,0.002285463,0.001092033,0.002393446,0.00573593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009321976,"about_ca_system_score_gemma":0.002070243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001907808,"about_ca_topic_score_gemma":0.001847727,"domain_scores_codex":[0.9986004,0.0003040595,0.0001907512,0.0002838977,0.0005243898,0.00009651297],"domain_scores_gemma":[0.9979787,0.000786233,0.0005074102,0.0001024648,0.000502379,0.0001227907],"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":[0.0002904353,0.00008684854,0.0006773928,0.02224365,0.0001739191,0.0005310243,0.00008950232,0.0002899806,0.0008498411,0.006408869,0.07768201,0.8906766],"study_design_scores_gemma":[0.0001149412,0.0002136293,0.001577195,0.009247768,0.0001948292,0.006854839,0.00008399348,0.0001142185,0.0007942748,0.001837022,0.978938,0.00002921358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008029069,0.9840262,0.001575488,0.0009864733,0.001209397,0.00006552546,0.0002305141,0.0001012221,0.01100226],"genre_scores_gemma":[0.01495603,0.970191,0.00333141,0.003185561,0.001193292,0.0001017556,0.0007293473,0.00004875691,0.006262804],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01990462,"threshold_uncertainty_score":0.06658757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1468538952819378,"score_gpt":0.4698230780036226,"score_spread":0.3229691827216847,"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."}}