{"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":"9ec8fcf44e61","filters":{"venue":"Korean Institute of Smart Media"}},"results":[{"id":"W4412951422","doi":"10.30693/smj.2025.14.7.22","title":"Effect of scrambler Therapy on variables related to quality of life in breast cancer patients","year":2025,"lang":"en","type":"article","venue":"Korean Institute of Smart Media","topic":"Ginseng Biological Effects and Applications","field":"Biochemistry, Genetics and Molecular Biology","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":"Quality of life (healthcare); Breast cancer; Medicine; Oncology; Cancer therapy; Cancer; Internal medicine; Nursing","authors":[{"name":"Seong-kyeong Kim","is_ca":false},{"name":"Shaokang Yu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01037728105935054,"gpt":0.2921014862786369,"spread":0.2817242052192864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000331333,0.0001062314,0.0002829226,0.00006367871,0.00001641144,0.000001835978,0.0001456601,0.0001315329,0.00001199754],"category_scores_gemma":[0.0002772423,0.00007557771,0.00006200657,0.0002276487,0.0001293336,0.000002419977,0.00004858193,0.00006199068,0.000001002783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000103235,"about_ca_system_score_gemma":0.00007419415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005855543,"about_ca_topic_score_gemma":0.0001178069,"domain_scores_codex":[0.9991666,0.00009395801,0.0003422646,0.000197331,0.00009257035,0.000107248],"domain_scores_gemma":[0.999436,0.00007925677,0.0001155432,0.0002305614,0.00008879105,0.00004980855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001916003,0.0007001924,0.4252191,0.000209959,0.0001341953,2.408346e-7,0.00008328128,0.000493218,0.5387452,0.003685309,0.0009241541,0.02788919],"study_design_scores_gemma":[0.002275272,0.0008122028,0.7160237,0.0001936964,0.00001244121,8.407511e-8,0.000004737436,0.00001205727,0.2781499,0.00009332301,0.002301434,0.0001210831],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979618,0.0001008227,0.00001770881,0.0002002765,0.0001865023,0.0003475096,0.0001491691,0.000004035774,0.001032209],"genre_scores_gemma":[0.9994169,0.0001697549,0.00005553108,0.0001668116,0.00001629739,0.00004714052,0.00009824074,0.000004604461,0.00002467588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2908047,"threshold_uncertainty_score":0.3081969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}