{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"344c2d844a02","filters":{"venue":"Computer Assisted Radiology and Surgery"}},"results":[{"id":"W3212833576","doi":"","title":"The utility of computer-aided-detection for the assessment of pulmonary arterial filling defects at CT angiography","year":2007,"lang":"en","type":"article","venue":"Computer Assisted Radiology and Surgery","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Angiography; Radiology; Medicine; Biomedical engineering","authors":[{"name":"Heidi Roberts","is_ca":false},{"name":"Anna Walsham","is_ca":false},{"name":"Errol Colak","is_ca":false},{"name":"Hany Kashani","is_ca":false},{"name":"C. Mongiardi","is_ca":false},{"name":"Demetris Patsios","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01424464406870186,"gpt":0.2384230007800039,"spread":0.224178356711302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008616787,0.0001389956,0.0003093989,0.00009793653,0.0002738056,0.00001001673,0.0000982721,0.00006151772,0.000002135049],"category_scores_gemma":[0.00001062642,0.00009470528,0.0002835451,0.0001614748,0.0002229652,0.00005652962,0.00004014817,0.0001268531,1.02552e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001622788,"about_ca_system_score_gemma":0.000009804603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002017015,"about_ca_topic_score_gemma":0.000005321078,"domain_scores_codex":[0.9990355,0.00008354715,0.0003914921,0.0001656192,0.00006656678,0.0002572289],"domain_scores_gemma":[0.9958816,0.003712725,0.0001129074,0.0002106364,0.00004555227,0.00003661997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003064831,0.00008840462,0.1093188,0.0003416452,0.0008250295,0.00003047617,0.0001428162,0.01155124,0.01321008,0.0001094074,0.001352936,0.8627227],"study_design_scores_gemma":[0.0001799055,0.00003155045,0.6039102,0.00003350314,0.00004585879,0.0001513072,0.00001940839,0.3918684,0.001765978,0.0001161202,0.001762958,0.0001147601],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4131276,0.00150753,0.5837884,0.00001596802,0.001352248,0.0001273007,0.000005598081,0.00004291881,0.00003238344],"genre_scores_gemma":[0.9967462,0.0001694613,0.002749316,0.00002714718,0.0002700507,0.00001248479,0.00001174845,0.00001205852,0.0000015023],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8626079,"threshold_uncertainty_score":0.3861969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2265289559","doi":"","title":"Towards Robust Measurement of Pelvic Parameters from AP Radiographs using Articulated 3D Models","year":2015,"lang":"en","type":"article","venue":"Computer Assisted Radiology and Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Pelvic tilt; Radiography; Acetabulum; Orientation (vector space); Gold standard (test); Medicine; Radiology; Tilt (camera); Pelvis; Surgical planning; Orthodontics; Surgery; Mathematics","authors":[{"name":"Moritz Ehlke","is_ca":false},{"name":"Thomas Frenzel","is_ca":false},{"name":"Heiko Ramm","is_ca":false},{"name":"Mohsen Akbari Shandiz","is_ca":true},{"name":"Carolyn Anglin","is_ca":true},{"name":"Stefan Zachow","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1282424471725157,"gpt":0.2594741125428491,"spread":0.1312316653703333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006466257,0.0002025781,0.0007651814,0.0002415776,0.00006525385,0.00001309821,0.0000452867,0.000183121,0.00001274415],"category_scores_gemma":[0.00005264985,0.0001592235,0.0001813602,0.0001952432,0.0002602196,0.00008598831,0.00004214142,0.0001715257,0.000001412249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004336485,"about_ca_system_score_gemma":0.0002129203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159451,"about_ca_topic_score_gemma":0.000003732794,"domain_scores_codex":[0.9983864,0.0002225744,0.0004807194,0.0003339799,0.0002724584,0.0003038413],"domain_scores_gemma":[0.9989531,0.0001838504,0.0001553021,0.0002496406,0.0001798196,0.0002783063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002145999,0.001001946,0.5555494,0.0002718201,0.003880707,0.001489524,0.001628595,0.03069469,0.002565394,0.00009039948,0.01607416,0.3846074],"study_design_scores_gemma":[0.003997533,0.0004027595,0.4301671,0.0005363767,0.0007079509,0.003020526,0.0001148337,0.5591678,0.0003320792,0.000244967,0.0007668526,0.0005411718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230131,0.002295806,0.0733421,0.0001303611,0.0009286299,0.0001508033,0.00001263695,0.00005189123,0.00007469247],"genre_scores_gemma":[0.9796398,0.0001057195,0.01970527,0.0003256373,0.0001531428,0.000003221954,0.00004791596,0.00001602987,0.0000032055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5284731,"threshold_uncertainty_score":0.6492946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940718571","doi":"","title":"Third arm for surgeon: Two hands vs. three hands","year":2015,"lang":"en","type":"article","venue":"Computer Assisted Radiology and Surgery","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Computer science; Artificial intelligence; Computer vision; Physical medicine and rehabilitation; Medicine","authors":[{"name":"Elahe Abdi","is_ca":false},{"name":"Mohamed Bouri","is_ca":false},{"name":"Sharifa Himidan","is_ca":true},{"name":"Etienne Burdet","is_ca":false},{"name":"Hannes Bleuler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08072565582705596,"gpt":0.3002632970558703,"spread":0.2195376412288144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003214333,0.0001347682,0.0004582461,0.0001335532,0.00057356,0.00007519929,0.0002406543,0.000212451,0.00003154344],"category_scores_gemma":[0.0002199269,0.0001214934,0.0001396568,0.0001881656,0.0007135169,0.0001321477,0.00007897085,0.0001525087,0.000009205032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004459311,"about_ca_system_score_gemma":0.0002584271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001713889,"about_ca_topic_score_gemma":0.0003655872,"domain_scores_codex":[0.9985527,0.000259774,0.0002166573,0.0002976706,0.0002567278,0.0004164756],"domain_scores_gemma":[0.9979129,0.001352444,0.00008303298,0.0001595684,0.0001862112,0.0003058839],"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":[0.0002630841,0.0000769757,0.3231118,0.00002303902,0.0001267878,0.00007587287,0.00268194,0.0000106766,0.000001289937,0.00700147,0.6033571,0.06327001],"study_design_scores_gemma":[0.005920629,0.0008544009,0.1573405,0.0001416324,0.0002204464,0.0001818183,0.002619007,0.001992958,0.0000177416,0.01107638,0.8187961,0.0008384219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179398,0.002659771,0.03566808,0.0140169,0.009715649,0.0005315,0.00001771723,0.0003769198,0.01907361],"genre_scores_gemma":[0.9936494,0.0001706042,0.0006579686,0.002704264,0.001908339,0.00001654418,0.00006197533,0.000009456206,0.0008214544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.215439,"threshold_uncertainty_score":0.4954356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}