{"id":"W1881665130","doi":"10.1177/0885066615606682","title":"The Diagnostic and Therapeutic Impact of Point-of-Care Ultrasonography in the Intensive Care Unit","year":2015,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Intensive care unit; Intensive care medicine; Ultrasonography; Point of care; Intensive care; Medical emergency; Nursing; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006843471,0.0002324142,0.0008722517,0.0002733798,0.00006283605,0.00001023342,0.0003632434,0.0001211767,0.0000180789],"category_scores_gemma":[0.04660979,0.0001013381,0.0003391134,0.0006444149,0.001270049,0.00005440822,0.00003872433,0.0008633641,0.000001403141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350011,"about_ca_system_score_gemma":0.0003749616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001929225,"about_ca_topic_score_gemma":0.00006542572,"domain_scores_codex":[0.9976051,0.0002179038,0.001130845,0.0001665162,0.0006420387,0.0002375621],"domain_scores_gemma":[0.9509196,0.008602329,0.0008389304,0.0004697098,0.03893575,0.0002337304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001664243,0.00008169172,0.7281809,0.0003372961,0.0008048681,0.0001231656,0.2421987,0.00002851194,0.002961849,0.0002990101,0.01067581,0.01264389],"study_design_scores_gemma":[0.00271359,0.006298095,0.2946759,0.001436675,0.0005616811,0.0005740607,0.6919802,0.000003826125,0.0002942615,0.000463276,0.0009211375,0.00007728626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385636,0.04856995,0.00006069771,0.01129362,0.0003489649,0.0006257173,0.00002785941,0.00000554392,0.0005040435],"genre_scores_gemma":[0.9921196,0.002398591,0.00007080485,0.005027885,0.0003245549,0.00001132035,0.00002011596,0.00002188458,0.000005293037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4497815,"threshold_uncertainty_score":0.961421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0597423171371017,"score_gpt":0.3921482087218523,"score_spread":0.3324058915847506,"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."}}