{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1164d11fe23e","filters":{"venue":"Imaging in Medicine"}},"results":[{"id":"W2053088257","doi":"10.2217/iim.10.63","title":"Developing a quality control program for digital mammography: achievements so far and challenges to come","year":2011,"lang":"en","type":"article","venue":"Imaging in Medicine","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Mammography; Medicine; Digital mammography; Quality assurance; Medical physics; Quality (philosophy); Image quality; Control (management); Workstation; Breast imaging; Computer science; Artificial intelligence; Breast cancer; Pathology","authors":[{"name":"Martin J. Yaffe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07623303152175921,"gpt":0.3488635762727148,"spread":0.2726305447509556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03831905,0.001199788,0.001279716,0.001804658,0.001386047,0.00747644,0.003054837,0.004058505,0.005463504],"category_scores_gemma":[0.03444717,0.0003601463,0.0008842596,0.001979645,0.004293393,0.006900079,0.003618478,0.005212321,0.002803777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373758,"about_ca_system_score_gemma":0.007039559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004515398,"about_ca_topic_score_gemma":0.001599237,"domain_scores_codex":[0.9911038,0.002850716,0.0009906249,0.0007378843,0.003789773,0.0005272803],"domain_scores_gemma":[0.9376866,0.01751446,0.004182466,0.005061841,0.02917225,0.006382324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002355699,0.0003550006,0.003074005,0.003097075,0.00006563818,0.0001409531,0.000373676,0.0009637377,0.002963854,0.01879948,0.01836113,0.9515699],"study_design_scores_gemma":[0.0003400958,0.002641975,0.01534543,0.01174485,0.0003210294,0.002408153,0.002779979,0.01089235,0.01699716,0.05315757,0.8830107,0.0003606363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01687359,0.5350637,0.1734678,0.243667,0.008813325,0.0005930273,0.0002861727,0.002200452,0.0190349],"genre_scores_gemma":[0.1633354,0.3777708,0.3936528,0.03637768,0.01092693,0.0005454624,0.001201346,0.0006675801,0.01552215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03831905,"threshold_uncertainty_score":0.2026529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}