{"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":"f64fb6d06284","filters":{"venue":"Journal of Southeast Asian Orthopaedics"}},"results":[{"id":"W4390696376","doi":"10.56929/jseaortho-2024-0192","title":"Effect of Transdermal Microneedle Patch Plus Nonsteroidal Anti-Inflammatory Drug in Knee Osteoarthritis: A Randomized, Double-Blind Study","year":2024,"lang":"en","type":"article","venue":"Journal of Southeast Asian Orthopaedics","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Osteoarthritis; Visual analogue scale; Placebo; Ketorolac; Randomized controlled trial; Anesthesia; Diclofenac; Surgery; Internal medicine; Analgesic","authors":[{"name":"Saradej Khuangsiriguk","is_ca":false},{"name":"Mongkon pisuttanawat","is_ca":false},{"name":"Danai Heebthamai","is_ca":false},{"name":"Thanainit Chotanaphuti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008334294613178401,"gpt":0.2611581733477792,"spread":0.2528238787346008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003740634,0.001288389,0.005258016,0.0008143232,0.0006353041,0.0008887127,0.001114818,0.002153155,0.00697608],"category_scores_gemma":[0.003065082,0.0009042533,0.001941054,0.0006455295,0.001649474,0.001323253,0.0004885908,0.001863907,0.001097697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004095835,"about_ca_system_score_gemma":0.001411479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004151711,"about_ca_topic_score_gemma":0.0007645678,"domain_scores_codex":[0.9981357,0.0009215223,0.0002886323,0.0002838511,0.0002079053,0.00016238],"domain_scores_gemma":[0.997718,0.0007781858,0.0004879685,0.0002386654,0.000286573,0.0004906852],"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":[0.9627135,0.01915228,0.0002386921,0.001180159,0.0005573352,0.00002521556,0.00003926589,0.00007553484,0.004907872,0.00004660619,0.0002010548,0.01086251],"study_design_scores_gemma":[0.8849375,0.1128711,0.0007269666,0.00003115257,0.0003086772,0.00001851907,0.00001057802,0.0001521285,0.0005592077,0.00003856063,0.0003357093,0.000009980041],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704753,0.009415277,0.002118299,0.0005367736,0.001589116,0.01324033,0.000788348,0.0002304554,0.001605966],"genre_scores_gemma":[0.959738,0.007023192,0.006287775,0.00148629,0.002321267,0.01842519,0.0008888885,0.00004547237,0.003784032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00697608,"threshold_uncertainty_score":0.02333724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409647295","doi":"10.56929/jseaortho-2025-0235","title":"Single Intra-Articular Platelet-Rich Growth Factor Injection for Knee Osteoarthritis: Is It Effective in Severe Patients?","year":2025,"lang":"en","type":"article","venue":"Journal of Southeast Asian Orthopaedics","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Medicine; Intra articular; Platelet-rich plasma; Surgery; Internal medicine; Platelet; Pathology","authors":[{"name":"Nuttawut Wiwattanawarang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009116028126989268,"gpt":0.249979675085802,"spread":0.2408636469588127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005945768,0.000249442,0.001269047,0.00017491,0.0002552117,0.0004426212,0.0002188883,0.0004859322,0.0009067446],"category_scores_gemma":[0.00228421,0.0001084003,0.0004139464,0.0002886001,0.0004215904,0.0003633496,0.0002021246,0.000351229,0.0002094345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588354,"about_ca_system_score_gemma":0.0003898331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003811004,"about_ca_topic_score_gemma":0.001038843,"domain_scores_codex":[0.9996297,0.0001534784,0.00004791685,0.00005319047,0.00007759757,0.00003811214],"domain_scores_gemma":[0.9988757,0.0002731475,0.0005105171,0.00004797152,0.00007612797,0.0002166166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02260795,0.002477694,0.6317189,0.001834062,0.0009204888,0.0008519113,0.000239575,0.0003219325,0.007523068,0.0001626693,0.001618665,0.3297232],"study_design_scores_gemma":[0.002952254,0.0521277,0.9307278,0.0007714988,0.0009539403,0.003936798,0.0007990772,0.0007261256,0.001472275,0.0003347555,0.005132653,0.00006508124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641349,0.03338406,0.0003016999,0.0008851469,0.0001007255,0.00005934731,0.00008775038,0.00001246334,0.001034026],"genre_scores_gemma":[0.9926939,0.006214566,0.000332652,0.0003089289,0.0002395388,0.00002629418,0.00007868672,0.000001487752,0.0001039415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001269047,"threshold_uncertainty_score":0.003144443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377024792","doi":"10.56929/jseaortho-023-0182","title":"Efficacy of Post-Operative Logbook-Based Quadriceps Exercises on Functional Outcome after Total Knee Arthroplasty","year":2023,"lang":"en","type":"article","venue":"Journal of Southeast Asian Orthopaedics","topic":"Total Knee Arthroplasty Outcomes","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":"Logbook; Medicine; WOMAC; Physical therapy; Rehabilitation; Osteoarthritis; Total knee arthroplasty; Prospective cohort study; Physical medicine and rehabilitation; Surgery","authors":[{"name":"Chatchapol Ongkosit","is_ca":false},{"name":"Ruengsiri Panuwet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01931944642697115,"gpt":0.2750656089426567,"spread":0.2557461625156855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004874445,0.0002044985,0.0002309775,0.0002903407,0.0001774051,0.0002870281,0.0001701998,0.0002330756,0.001337198],"category_scores_gemma":[0.002226985,0.00007388464,0.0002738078,0.0001864267,0.0002051543,0.0002506177,0.0002288503,0.0002771663,0.0001750983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610436,"about_ca_system_score_gemma":0.0001818292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006978076,"about_ca_topic_score_gemma":0.000978117,"domain_scores_codex":[0.9997297,0.00007400282,0.00003802493,0.00003528092,0.00007431995,0.00004863889],"domain_scores_gemma":[0.9984443,0.0003278777,0.0007551468,0.00008356533,0.0001313999,0.0002577354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002435049,0.001705778,0.9772456,0.0000572,0.00008830336,0.0001510344,0.0001453716,0.0000959035,0.000818227,0.000007625968,0.00009874945,0.01715105],"study_design_scores_gemma":[0.00004015356,0.003734429,0.9955454,0.00001488598,0.00003331499,0.0001557968,0.00009175504,0.0000722924,0.000223864,0.000006375655,0.00007781165,0.000003936706],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997464,0.0001081302,0.0000114806,0.00000532792,0.000002628317,0.000005365633,0.00002227948,0.000001158287,0.00009722511],"genre_scores_gemma":[0.9998012,0.00004204302,0.00002039391,0.000005311927,0.000003971231,0.000005694801,0.00005526077,3.352304e-7,0.00006577768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001337198,"threshold_uncertainty_score":0.004473388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}