{"id":"W2439524240","doi":"10.2214/ajr.13.10819","title":"Reply","year":2013,"lang":"en","type":"letter","venue":"American Journal of Roentgenology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001382255,0.0002459396,0.001165365,0.0004565408,0.00003237267,0.00001162655,0.0002732464,0.000237447,0.0009524464],"category_scores_gemma":[0.00006421268,0.0001805745,0.000416648,0.0002040695,0.0004894235,0.00004148928,0.00005346165,0.002440797,0.000201471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224903,"about_ca_system_score_gemma":0.0003719986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001364982,"about_ca_topic_score_gemma":4.427981e-7,"domain_scores_codex":[0.9981682,0.0001511296,0.000679659,0.0002165536,0.0003536662,0.0004308268],"domain_scores_gemma":[0.997621,0.00007749278,0.001240083,0.0004477629,0.0004547252,0.0001589365],"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":[0.00007474963,0.00003684938,0.001108259,0.00002753156,0.0003438504,0.004010449,0.00004404264,2.635434e-7,0.0001789078,0.000008425671,0.9609128,0.03325386],"study_design_scores_gemma":[0.0005575515,0.003223441,0.01134894,0.0001040229,0.0003963585,0.03030445,0.0001476086,0.000001430172,0.00002903347,0.00005686982,0.9536975,0.000132775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05558722,0.001006335,0.0001407053,0.9409577,0.0006532179,0.0001266062,0.000005401805,0.0000154329,0.001507355],"genre_scores_gemma":[0.0427165,0.0002944419,0.001818309,0.9462283,0.005266305,0.000004598743,0.0000194345,0.00006613776,0.003586015],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03312109,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181641216798652,"score_gpt":0.2421044790864334,"score_spread":0.2302880669184469,"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."}}