{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"cadc7e0d4122","filters":{"venue":"The Royal College of Radiologists Open"}},"results":[{"id":"W2973971009","doi":"10.1016/j.rcro.2025.100242","title":"Next-generation virtual and augmented reality in surgical education: a narrative review","year":2025,"lang":"en","type":"review","venue":"The Royal College of Radiologists Open","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Augmented reality; Narrative; Virtual reality; Human–computer interaction; Computer science; Multimedia; Psychology; Art; Literature","authors":[{"name":"Sharaf Sheik‐Ali","is_ca":false},{"name":"Hilary Edgcombe","is_ca":false},{"name":"Chris Paton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1451473523803851,"gpt":0.4271033642927515,"spread":0.2819560119123664,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001672339,0.0002716318,0.002127683,0.00009708363,0.0001003371,0.00002194899,0.0003331569,0.0002144743,0.0002567777],"category_scores_gemma":[0.0007359991,0.0001571855,0.0002015292,0.0005613661,0.0002028335,0.00005274494,0.0002140187,0.0003794446,0.000003342244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001480503,"about_ca_system_score_gemma":0.001306262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001079712,"about_ca_topic_score_gemma":0.00003861284,"domain_scores_codex":[0.9972274,0.001152437,0.0008874531,0.000401096,0.0001720282,0.000159572],"domain_scores_gemma":[0.9981245,0.0009254627,0.0003552892,0.0003981165,0.0001090673,0.00008752791],"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":[0.0001626398,0.0001799799,0.00001569902,0.01175,0.0001613136,0.00004571792,0.00009389831,0.000008962852,2.641992e-8,0.005232385,0.008982688,0.9733667],"study_design_scores_gemma":[0.001160835,0.0001723482,0.00005061251,0.0438557,0.0004405417,0.00006710363,0.0001467299,0.0001602556,1.085897e-7,0.00003214147,0.9537605,0.0001531354],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006850219,0.969142,0.000002330937,0.0009372836,0.0001459531,0.003731078,0.00007964822,0.00001304398,0.02588018],"genre_scores_gemma":[0.001966497,0.990504,0.0000463242,0.0003297299,0.0001313333,0.0003300794,0.0004159899,0.00001085947,0.006265139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9732136,"threshold_uncertainty_score":0.6409841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407056907","doi":"10.1016/j.rcro.2024.100190","title":"Transforming the diagnosis of Developmental dysplasia of the hip: Validation and Implementation modules of an AI-supported handheld ultrasound scanner.","year":2025,"lang":"en","type":"article","venue":"The Royal College of Radiologists Open","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Scanner; Mobile device; Ultrasound; Computer science; Medicine; Radiology; Computer vision; Artificial intelligence; World Wide Web","authors":[{"name":"Andrew K. Kirby","is_ca":false},{"name":"Jacob Jaremko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01935462274638915,"gpt":0.3172918567562039,"spread":0.2979372340098148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004641486,0.0001070526,0.00032153,0.00004351745,0.0001320189,0.000006671019,0.0002968862,0.00004868658,0.0000644271],"category_scores_gemma":[0.00007273818,0.00005234098,0.00005965262,0.0002104429,0.0003175542,0.00006880917,0.00006417235,0.00006193583,1.284262e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003519211,"about_ca_system_score_gemma":0.0001628276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593726,"about_ca_topic_score_gemma":0.0005657293,"domain_scores_codex":[0.999055,0.0001419459,0.0004109936,0.0001319597,0.0001519736,0.0001080718],"domain_scores_gemma":[0.9992285,0.0002269227,0.0002244897,0.0002158001,0.00008371882,0.0000205608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001679887,0.0008039347,0.9426386,0.0004106091,0.001470731,0.000003808145,0.005018516,0.0002533612,0.01733044,0.004310025,0.003097765,0.02298231],"study_design_scores_gemma":[0.003923094,0.0005993274,0.484967,0.0002051834,0.0004832726,0.00001544607,0.007020375,0.0001471395,0.501496,0.0008610096,0.0002008552,0.00008136775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956231,0.0002070521,0.00004358438,0.0009921591,0.00003767789,0.001683582,0.0002681906,0.00000333615,0.00114138],"genre_scores_gemma":[0.9992032,0.0000871739,0.0002694575,0.00005672647,0.00000517321,0.00008394125,0.00005355494,0.000006041217,0.000234754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4841655,"threshold_uncertainty_score":0.2409248,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}