{"id":"W2093367266","doi":"10.1177/1089253210376597","title":"The Use of Ultrasound to Guide Interventions: From Bench to Bedside and Back Again","year":2010,"lang":"en","type":"article","venue":"Seminars in Cardiothoracic and Vascular Anesthesia","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Psychological intervention; Ultrasound; Cardiac Ultrasound; Medical physics; Bench to bedside; Intensive care medicine; Radiology; Nursing","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":[0.002750144,0.0005568457,0.0005155538,0.002231878,0.0006923295,0.00406822,0.0007873174,0.002469834,0.003941741],"category_scores_gemma":[0.00668577,0.0003201023,0.0003363772,0.0008300901,0.00551126,0.004308604,0.001824836,0.002941383,0.002715963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008881916,"about_ca_system_score_gemma":0.001176164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001675977,"about_ca_topic_score_gemma":0.0025657,"domain_scores_codex":[0.9970586,0.001135994,0.0001938118,0.0002644439,0.001225184,0.0001218851],"domain_scores_gemma":[0.9961732,0.002173872,0.0002669187,0.0002211365,0.0009235795,0.0002413666],"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":[0.00009025387,0.00009644902,0.003928247,0.001611261,0.00004732752,0.0005385295,0.002888054,0.0002694483,0.007908353,0.01146206,0.03059283,0.9405671],"study_design_scores_gemma":[0.00004282104,0.0008909727,0.01784492,0.005763818,0.00008898276,0.02074798,0.00717129,0.000868096,0.01059451,0.03437698,0.9013666,0.0002430125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01915724,0.6811774,0.07730725,0.09543334,0.009183611,0.0001183568,0.0001033787,0.001142233,0.1163772],"genre_scores_gemma":[0.1906476,0.5929463,0.1281936,0.03477779,0.008948256,0.0001559014,0.00008368439,0.0003613816,0.04388536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00406822,"threshold_uncertainty_score":0.01454431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0431517981150356,"score_gpt":0.3626320743007095,"score_spread":0.3194802761856739,"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."}}