{"id":"W1904355431","doi":"10.1016/j.jcrc.2015.08.004","title":"The introduction of basic critical care echocardiography reduces the use of diagnostic echocardiography in the intensive care unit","year":2015,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Intensive care unit; Wilcoxon signed-rank test; Critically ill; Intensive care; Test (biology); Emergency medicine; Tertiary care; Intensive care medicine; Internal medicine; Cardiology; Mann–Whitney U test","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009940342,0.0002166287,0.0006488537,0.0002747402,0.0001778037,0.0000749803,0.0005466145,0.0001864028,0.000009826143],"category_scores_gemma":[0.06639349,0.0001087889,0.0008297011,0.001200465,0.002303146,0.0002054276,0.00007324829,0.0012658,0.000002447515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008545981,"about_ca_system_score_gemma":0.000287594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004294784,"about_ca_topic_score_gemma":0.00001450046,"domain_scores_codex":[0.9963552,0.0007446927,0.001164253,0.0002527021,0.001150929,0.0003322108],"domain_scores_gemma":[0.9689181,0.01777251,0.0002295963,0.0008113345,0.01202982,0.0002386057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003472534,0.001383702,0.7631096,0.003765266,0.001167097,0.0003610332,0.1153364,0.001042003,0.00170985,0.04072768,0.04070615,0.02721866],"study_design_scores_gemma":[0.001811601,0.003384476,0.1800147,0.0005184952,0.003045424,0.0004253723,0.7767702,0.00001192044,0.002950136,0.00642794,0.02434873,0.0002909699],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348984,0.01766458,0.0004110559,0.04460216,0.001059409,0.0007576059,0.000146996,0.00001668839,0.0004431558],"genre_scores_gemma":[0.9968721,0.0003363045,0.00070308,0.0008529064,0.001152574,0.00003677959,0.00001995455,0.00002471451,0.000001612643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6614338,"threshold_uncertainty_score":0.9414707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1039103495082157,"score_gpt":0.3937646886069767,"score_spread":0.289854339098761,"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."}}