{"id":"W3037992136","doi":"10.1016/j.chest.2020.06.026","title":"How I Do It","year":2020,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Central venous catheter; Internal jugular vein; Catheter; Femoral vein; Intensive care medicine; Vascular access; Hemodialysis; Hemodialysis Catheter; Radiology; 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":[0.003179348,0.000966431,0.001738361,0.003437517,0.0009846068,0.006090241,0.001285979,0.00494352,0.05970661],"category_scores_gemma":[0.01827411,0.0005693628,0.001465002,0.001923939,0.001436678,0.005854464,0.002879431,0.006413401,0.0403613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126032,"about_ca_system_score_gemma":0.007711981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003133058,"about_ca_topic_score_gemma":0.008877768,"domain_scores_codex":[0.9977788,0.0007451592,0.0002890954,0.0002307564,0.0007528199,0.0002032621],"domain_scores_gemma":[0.9929498,0.002602088,0.0009888912,0.000282762,0.001951973,0.001224481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003801173,0.00003512427,0.0001829321,0.00898147,0.00008367723,0.0000426515,0.0001174976,0.00002680153,0.0001161579,0.001763799,0.5233293,0.4652825],"study_design_scores_gemma":[0.00004687166,0.00004460471,0.0003197167,0.01548033,0.00009349515,0.0001973491,0.0001053063,0.00001388002,0.00002300639,0.001166039,0.9824953,0.00001402457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0001001331,0.891753,0.0006276231,0.05905244,0.02848855,0.0000904741,0.0002228775,0.0001380159,0.01952696],"genre_scores_gemma":[0.00143297,0.8023061,0.00120527,0.1391225,0.02785387,0.000175512,0.0002898573,0.00007216364,0.0275418],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05970661,"threshold_uncertainty_score":0.1997385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1785409887019354,"score_gpt":0.4398172005679702,"score_spread":0.2612762118660348,"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."}}