{"id":"W2888501119","doi":"10.1017/s1481803500015955","title":"Emergency Ultrasound. O.J. Ma, J.R. Mateer, editors. McGraw-Hill Ryerson Ltd. $170. 435 pp. ISBN 0-07-137417-5","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sudbury Regional Hospital","funders":"","keywords":"Medicine; Emergency ultrasound; Humanities; Ultrasound; Philosophy; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002968139,0.0003778376,0.0006651848,0.000387814,0.001213165,0.00002623053,0.0006142751,0.0002167926,0.0460656],"category_scores_gemma":[0.005815705,0.0003178832,0.0003139899,0.0009496138,0.0004566161,0.0005232749,0.0000114785,0.0005178891,0.0002309676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002807271,"about_ca_system_score_gemma":0.00166944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05108368,"about_ca_topic_score_gemma":0.1611816,"domain_scores_codex":[0.9955641,0.000536108,0.001382993,0.0003044529,0.0009919057,0.001220448],"domain_scores_gemma":[0.9955602,0.0001566676,0.0006679386,0.0003362625,0.0008468495,0.002432087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001067752,0.00003250422,0.04116544,0.00002957301,0.0001379497,0.00007500704,0.02321025,0.000004469919,0.0001968084,0.002436683,0.9321283,0.0005724149],"study_design_scores_gemma":[0.0005652877,0.0003489443,0.009123856,0.0001390698,0.0001683075,0.00002311586,0.02757685,6.764687e-7,0.00003638213,0.00285116,0.958789,0.0003773761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2259938,0.08860451,0.0002744316,0.03761163,0.2246406,0.0007697293,0.0001069586,0.0000834565,0.4219149],"genre_scores_gemma":[0.9238306,0.02794145,0.0001069507,0.0005953794,0.02484102,0.000008019667,0.00001073062,0.00007062127,0.02259528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6978368,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06424433736534237,"score_gpt":0.3424059251878834,"score_spread":0.278161587822541,"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."}}