{"id":"W3093491927","doi":"10.1016/j.jvs.2020.08.057","title":"Novel Physician-Modified Steerable Endovascular Catheter","year":2020,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Calgary","funders":"","keywords":"Medicine; Catheter; 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":[0.0004700018,0.0004789396,0.0007052372,0.0005798772,0.0006331665,0.0009606787,0.001436761,0.001606982,0.00267808],"category_scores_gemma":[0.0008334177,0.0003748737,0.0007018259,0.0003723117,0.0003531471,0.001004559,0.0008005641,0.0009101549,0.001185487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002383528,"about_ca_system_score_gemma":0.000750678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005453562,"about_ca_topic_score_gemma":0.0009936417,"domain_scores_codex":[0.999057,0.0001784548,0.00006585238,0.0002592379,0.0003250521,0.0001144143],"domain_scores_gemma":[0.9993014,0.0001440723,0.000101899,0.000129068,0.0001545963,0.0001689804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002008533,0.001743761,0.01296295,0.0007284994,0.0004286572,0.02413715,0.0005192652,0.007171333,0.4524435,0.0107848,0.02677791,0.4602935],"study_design_scores_gemma":[0.0008044926,0.006841935,0.03170412,0.0001188847,0.0004867624,0.3110813,0.0002834447,0.2370246,0.26226,0.004793246,0.1438316,0.0007695008],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2654406,0.003933137,0.7042886,0.00282187,0.002556689,0.0002051467,0.0002932838,0.00441947,0.01604129],"genre_scores_gemma":[0.6221758,0.001005702,0.3594675,0.00166713,0.0009089329,0.0001006471,0.0002708188,0.0002201076,0.01418326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00267808,"threshold_uncertainty_score":0.008958995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06723092984078691,"score_gpt":0.3119855017656433,"score_spread":0.2447545719248564,"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."}}