{"id":"W4406429135","doi":"10.1016/j.ypdi.2014.01.026","title":"10.1016/j.ypdi.2014.01.026","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Radiology; Nuclear medicine; Medical physics; Computed tomography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008261952,0.0000898691,0.0001476042,0.00007671324,0.00004310719,0.00002213336,0.00007006543,0.00003446489,0.9982865],"category_scores_gemma":[0.00003369355,0.00008242701,0.00004947819,0.000135301,0.00001727419,0.00008971064,0.00001122907,0.00008768129,0.9971424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003052888,"about_ca_system_score_gemma":0.00003454787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000172395,"about_ca_topic_score_gemma":3.387737e-8,"domain_scores_codex":[0.9993467,0.00001515173,0.0001384192,0.0001584883,0.0001521006,0.0001891093],"domain_scores_gemma":[0.9995316,0.00002128801,0.00001794921,0.0002415535,0.00002248052,0.0001651776],"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":[0.0000401222,0.0000240522,0.000001192499,0.000003413537,0.0000111921,0.00000611825,0.00001495818,0.000009039699,0.00011283,2.419255e-7,0.5052778,0.494499],"study_design_scores_gemma":[0.0004722358,0.0001105325,0.0003959738,0.00002205562,0.00002957233,0.00002641606,0.0000012555,0.0004854525,0.0004357697,0.000002707524,0.9979225,0.00009548674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001410549,0.0001491028,0.00000138578,0.002027782,0.00000156846,0.0001550417,0.00000365711,0.000124914,0.996126],"genre_scores_gemma":[0.0008568848,9.787307e-7,0.0001133667,0.0004209798,0.0002774324,0.000007948927,0.00002147623,0.00002238851,0.9982786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4944035,"threshold_uncertainty_score":0.3361276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005497187299545545,"score_gpt":0.1976782298852884,"score_spread":0.1921810425857429,"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."}}