{"id":"W2053863335","doi":"10.1186/cc5439","title":"Prehospital echocardiography in pulseless electrical activity victims using portable, handheld ultrasound","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pulseless electrical activity; Cardiology; Medical emergency; Internal medicine; Emergency medicine; Cardiopulmonary resuscitation; Resuscitation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009799653,0.0003921393,0.0003035054,0.001035066,0.0001649125,0.0004347252,0.0003161987,0.0004466122,0.000891986],"category_scores_gemma":[0.003387648,0.0002412195,0.0002053724,0.0002798121,0.0002640469,0.000577095,0.0004818201,0.0003321689,0.0003110609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001025207,"about_ca_system_score_gemma":0.0001933757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005175985,"about_ca_topic_score_gemma":0.0006626996,"domain_scores_codex":[0.9996141,0.0001405765,0.00005968147,0.00006171383,0.00005340082,0.00007056717],"domain_scores_gemma":[0.9989609,0.0003724403,0.0002641249,0.00007655361,0.0001145232,0.0002114233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009703971,0.000244105,0.9694016,0.00006683447,0.00001968497,0.005855099,0.0007128221,0.0002410879,0.008422113,0.00003233556,0.0001334628,0.01390052],"study_design_scores_gemma":[0.00006706449,0.003118038,0.9823767,0.00006210348,0.00005506241,0.008601514,0.001091155,0.001581189,0.002533555,0.00004640321,0.0004419567,0.00002527349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998979,0.0001681385,0.0004078701,0.0000186711,0.000006610385,0.00004708094,0.00002565731,0.000008913979,0.0003381355],"genre_scores_gemma":[0.998938,0.0002113336,0.0006638372,0.00002279084,0.00001902846,0.00001997034,0.00003583113,0.000002442889,0.00008686126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001035066,"threshold_uncertainty_score":0.005182564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321210639685927,"score_gpt":0.3834757834765863,"score_spread":0.350263677079727,"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."}}