{"id":"W1547807998","doi":"10.26443/mjm.v13i2.230","title":"Ultrasound: From Earth to Space","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Ultrasonography; Modality (human–computer interaction); Ultrasound; Spaceflight; Magnetic resonance imaging; Medical physics; Medical imaging; Radiology; Computed tomography; Radiography; Diagnostic ultrasound; Computer science; Engineering; Artificial intelligence; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003624952,0.0001448449,0.0006074028,0.00008172086,0.00006218473,0.000004956335,0.0002247943,0.0000784095,0.002174102],"category_scores_gemma":[0.005001601,0.0000985212,0.0001255813,0.0004004491,0.0001105018,0.00006084036,0.00002850703,0.000523426,0.0002979936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003563358,"about_ca_system_score_gemma":0.00005084512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003311092,"about_ca_topic_score_gemma":0.000003157877,"domain_scores_codex":[0.9981612,0.0000425802,0.0007798528,0.000199924,0.000629418,0.0001870523],"domain_scores_gemma":[0.9969727,0.001144004,0.0002910279,0.0002498219,0.0003375951,0.001004873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009980875,0.0003431298,0.01060509,0.00004870898,0.0004132546,0.0002327206,0.001183992,0.00003864702,0.6141151,0.001580098,0.3597173,0.01072385],"study_design_scores_gemma":[0.003842931,0.002919557,0.04077902,0.0003088249,0.0003517082,0.0004428908,0.0004190286,0.00001280197,0.006132064,0.000916665,0.9437461,0.0001283414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3814289,0.0005530054,0.006428138,0.5979459,0.0005326842,0.0004114172,0.00007326122,0.00006366367,0.01256297],"genre_scores_gemma":[0.8934149,0.0002605626,0.01677043,0.08638229,0.002809223,0.000002894054,0.00001244312,0.00002893231,0.0003182799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6079831,"threshold_uncertainty_score":0.9987381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06887825919659732,"score_gpt":0.3479703406126354,"score_spread":0.279092081416038,"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."}}