{"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":"360a3a14a2ed","filters":{"venue":"대한산부인과학회 학술발표논문집"}},"results":[{"id":"W2410413862","doi":"","title":"GG-01 : What is the ideal skin closure method after single-port laparoscopic surgery?; A randomized clinical trial","year":2012,"lang":"en","type":"article","venue":"대한산부인과학회 학술발표논문집","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Fibrous joint; Patient satisfaction; Randomized controlled trial; Visual analogue scale; Cosmesis; Anesthesia","authors":[{"name":"Doo Haeng Lee","is_ca":false},{"name":"Sue Yeon Park","is_ca":false},{"name":"Min Kyung Kim","is_ca":false},{"name":"Jee Ye Kim","is_ca":false},{"name":"Jung Hun Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06543130773277188,"gpt":0.3833954850515157,"spread":0.3179641773187438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002502707,0.001000999,0.003106986,0.0004631765,0.0004500738,0.001036373,0.0007056436,0.002517238,0.006614315],"category_scores_gemma":[0.003101356,0.0006732281,0.001642118,0.0005106815,0.001342246,0.001298864,0.000432448,0.002309698,0.0009258818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004644744,"about_ca_system_score_gemma":0.001117201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002787683,"about_ca_topic_score_gemma":0.0005019507,"domain_scores_codex":[0.9985527,0.0008835644,0.0001224148,0.0002210502,0.00009736868,0.0001229054],"domain_scores_gemma":[0.9981786,0.0007367195,0.000511875,0.0001006493,0.00006656509,0.0004056017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9832135,0.004960312,0.0009948994,0.000689791,0.000507817,0.00002785771,0.00002373894,0.00009140457,0.0005682116,0.00009395237,0.0002783,0.008550142],"study_design_scores_gemma":[0.9021251,0.09426824,0.001676429,0.00007682199,0.0006290692,0.0000366718,0.00003482801,0.0003005647,0.0001944578,0.0001792831,0.0004642855,0.00001420657],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819084,0.008096901,0.0008521555,0.001404172,0.001013627,0.004338729,0.0005959893,0.00008150963,0.001708338],"genre_scores_gemma":[0.9849831,0.003213209,0.002180395,0.001505646,0.0008867992,0.005524972,0.0004370268,0.00001473642,0.001254108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006614315,"threshold_uncertainty_score":0.02212715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}