{"id":"W4244946654","doi":"10.1503/cmaj.081269","title":"Briefly","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Magnetic resonance imaging; Computed tomography; Medical imaging; Medical physics; Medicine; Nuclear medicine; Radiology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005883718,0.00006427903,0.0001478839,0.0001704929,0.0002909401,0.00002797771,0.00007863333,0.0001700605,0.00714117],"category_scores_gemma":[0.00159576,0.0000590506,0.00008372337,0.0001897314,0.00002785093,0.0001261221,0.000003991346,0.00065921,0.0006031497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007243174,"about_ca_system_score_gemma":0.004410821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030322,"about_ca_topic_score_gemma":0.001211262,"domain_scores_codex":[0.9982361,0.00004641472,0.0002607851,0.00008373648,0.001051449,0.0003214904],"domain_scores_gemma":[0.9976667,0.00005017982,0.00009356463,0.00006709974,0.0002134047,0.00190908],"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":[0.000004168972,0.00001669532,0.3313972,0.000002145288,0.00006611548,0.001940989,0.0002466078,9.462106e-7,0.00001631993,0.00007719165,0.6307428,0.03548881],"study_design_scores_gemma":[0.0008155077,0.00002679367,0.246141,0.0000227072,0.00001277647,0.006048924,0.00005805049,0.0002126876,0.00003633013,0.00002810341,0.746535,0.00006210585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7353635,0.0004768258,0.0002084489,0.1784465,0.001184217,0.0001164313,0.00000664784,0.00004798,0.0841494],"genre_scores_gemma":[0.9389684,0.0003073742,0.0001412344,0.05311146,0.002609275,0.000001556008,0.000006699124,0.00001271974,0.004841255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2036049,"threshold_uncertainty_score":0.9937664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009394038242424303,"score_gpt":0.238808936754775,"score_spread":0.2294148985123507,"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."}}