{"id":"W3101454521","doi":"10.37616/2212-5043.1196","title":"Focused Cardiac Ultrasound is Applicable to Internal Medicine and Critical Care but Skill Gaps Currently Limit Use","year":2020,"lang":"en","type":"article","venue":"Journal of the Saudi Heart Association","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Medicine; Medical education; Focus group; Family medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00609435,0.0001854933,0.0002441069,0.0006672264,0.0006674639,0.001171244,0.0006061788,0.0007650203,0.007137448],"category_scores_gemma":[0.03641161,0.0001399711,0.0001770881,0.0006382132,0.001565348,0.001346268,0.001953791,0.0009604041,0.001666865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001312332,"about_ca_system_score_gemma":0.004379722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023102,"about_ca_topic_score_gemma":0.01471595,"domain_scores_codex":[0.9955099,0.001641801,0.0004927588,0.0003175355,0.001517309,0.0005206873],"domain_scores_gemma":[0.9645997,0.01207439,0.008107241,0.001507932,0.008236075,0.005474615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001300317,0.0002881789,0.225617,0.002277447,0.00004637658,0.0008891116,0.01026162,0.000452198,0.006027689,0.001554649,0.02405088,0.7284048],"study_design_scores_gemma":[0.00002676506,0.0007038121,0.8564137,0.005489437,0.00004302734,0.007055141,0.01521522,0.000703153,0.001729046,0.003017554,0.1095395,0.0000636396],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.736086,0.03795282,0.01232942,0.1018207,0.001353985,0.0003498439,0.0006222114,0.0004946659,0.1089903],"genre_scores_gemma":[0.9742675,0.01054964,0.006527166,0.005853562,0.00037261,0.00008379828,0.0001690674,0.00003888599,0.002137718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023102,"threshold_uncertainty_score":0.03223038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120640722211744,"score_gpt":0.3593534823268563,"score_spread":0.3081470751047389,"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."}}