{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001442808,0.0003206501,0.002163351,0.0006791278,0.0009203766,0.00001511916,0.0004658582,0.0003337947,0.004971432],"category_scores_gemma":[0.0001896907,0.0002291422,0.001559171,0.0004527032,0.00004886264,0.00009650467,0.000102842,0.002590757,0.00007876674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001602427,"about_ca_system_score_gemma":0.001248042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001023553,"about_ca_topic_score_gemma":0.000001465588,"domain_scores_codex":[0.9956394,0.000941805,0.002127735,0.0001954448,0.0005858426,0.000509705],"domain_scores_gemma":[0.9952741,0.0007187253,0.003308075,0.0003146338,0.0001406659,0.0002437441],"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":[0.00002489579,0.0001665659,0.000003977216,0.002740857,0.0001009912,0.00004988352,0.001980394,0.000001902913,0.000001140675,0.0000247118,0.0222009,0.9727038],"study_design_scores_gemma":[0.0003013445,0.000187773,0.000002755619,0.03022394,0.001297637,0.0001332978,0.0006453943,0.000003778566,8.660007e-8,0.00006751022,0.9669368,0.000199684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000671199,0.9910828,0.00006924698,0.0003254414,0.004466578,0.0004584367,0.00001983638,0.00001744782,0.003493105],"genre_scores_gemma":[0.000004577835,0.9969673,0.0003400392,0.0003285742,0.001381994,0.00001188979,0.00003096299,0.00007006306,0.0008646187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9725041,"threshold_uncertainty_score":0.9997103,"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."}}