{"id":"W4240808594","doi":"10.1007/978-3-030-44092-3","title":"Atlas of Emergency Imaging from Head-to-Toe","year":2021,"lang":"en","type":"book","venue":"","topic":"Medical Imaging Techniques and Applications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Atlas (anatomy); Head (geology); Cartography; Geology; Geography; Medicine; Anatomy; Paleontology","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":[0.0003088214,0.001183842,0.0008170771,0.002955631,0.0006728672,0.002805216,0.001208173,0.001405508,0.2453067],"category_scores_gemma":[0.001093814,0.0005399375,0.0006004588,0.002167581,0.0005565053,0.002277399,0.001312495,0.002666818,0.1474258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007641795,"about_ca_system_score_gemma":0.001238629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00213306,"about_ca_topic_score_gemma":0.00937022,"domain_scores_codex":[0.9997352,0.00003503471,0.00001425308,0.00003088516,0.0001614195,0.00002318893],"domain_scores_gemma":[0.9992815,0.0002479106,0.00002200252,0.00004621024,0.0002597149,0.0001426766],"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":[0.00002052175,0.000017557,0.00005731487,0.0002198403,0.000003964933,0.0001958798,0.0000383696,0.0004580641,0.000693027,0.01163989,0.8228508,0.1638048],"study_design_scores_gemma":[0.000002123923,0.000006678427,0.0001247435,0.0001169579,0.000002272916,0.0007459791,0.00001501522,0.0002190556,0.0001183686,0.003809671,0.994832,0.000007077726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000346201,0.02718929,0.02203302,0.002751478,0.01049228,0.0001154965,0.001674058,0.002218773,0.9331794],"genre_scores_gemma":[0.001655634,0.01738869,0.0102731,0.001859725,0.002450196,0.00007434339,0.0009395381,0.0007046919,0.9646541],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2453067,"threshold_uncertainty_score":0.8206328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499316965488441,"score_gpt":0.3522795058558205,"score_spread":0.3172863362009361,"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."}}