{"id":"W2782747960","doi":"10.1007/s12630-018-1070-x","title":"Basic transesophageal and critical care ultrasound","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ultrasound; Medicine; Radiology; Computer science","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":[0.001037372,0.0006329975,0.000522612,0.001965786,0.0006480042,0.0007333715,0.0005289619,0.001073181,0.02092074],"category_scores_gemma":[0.002176153,0.0003618589,0.0005339612,0.0007479528,0.00110576,0.0007253039,0.0007592411,0.001523695,0.006555893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005946601,"about_ca_system_score_gemma":0.001735347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00366771,"about_ca_topic_score_gemma":0.00487135,"domain_scores_codex":[0.9995969,0.00007548634,0.00004807593,0.00005293615,0.0001816164,0.0000450264],"domain_scores_gemma":[0.9989242,0.0002385081,0.00004958463,0.000146563,0.0004623328,0.0001787366],"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":[0.0004471478,0.0004453458,0.009828929,0.002361134,0.00008262257,0.002429704,0.0007879927,0.000497988,0.0743674,0.01211345,0.07812113,0.8185172],"study_design_scores_gemma":[0.000156135,0.001371892,0.08848947,0.00140144,0.0001456925,0.04463952,0.0006198776,0.001232503,0.02127889,0.02044366,0.8199982,0.0002228456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08114017,0.296357,0.154357,0.02356865,0.009989,0.002130269,0.003780051,0.002384199,0.4262937],"genre_scores_gemma":[0.3568095,0.2802782,0.1773131,0.01037735,0.02258909,0.00238646,0.004541436,0.0006849742,0.1450198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02092074,"threshold_uncertainty_score":0.06998688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100054925153279,"score_gpt":0.2876768769312607,"score_spread":0.2666763276797279,"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."}}