{"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":"b9252e831c62","filters":{"venue":"SSP Modern Pharmacy and Medicine"}},"results":[{"id":"W4411938576","doi":"10.53933/r7f5xj91","title":"Telemedicine and Telepharmacy in Modern Healthcare: Innovations, Medical Technologies, Digital Transformation","year":2025,"lang":"en","type":"article","venue":"SSP Modern Pharmacy and Medicine","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Telemedicine; Digital transformation; Transformation (genetics); Health care; Computer science; Medicine; Political science; World Wide Web; Chemistry","authors":[{"name":"Вікторія Шаповалова","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0373099811036222,"gpt":0.3955203734514662,"spread":0.358210392347844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001762093,0.0003254881,0.000827055,0.0009940155,0.0001862807,0.00002357282,0.0001395741,0.0002423393,0.0000427206],"category_scores_gemma":[0.0008020022,0.0002489701,0.00003225887,0.001124511,0.0003903157,0.0003919936,0.000072505,0.001083781,0.000001941048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169451,"about_ca_system_score_gemma":0.001518682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002146603,"about_ca_topic_score_gemma":0.0001723613,"domain_scores_codex":[0.9967281,0.00009759093,0.001286266,0.0005386918,0.0007051695,0.0006441321],"domain_scores_gemma":[0.9986138,0.0002048246,0.0001334647,0.000293666,0.0002324918,0.000521775],"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":[0.0002835554,0.0001016784,0.02588805,0.002535746,0.00004188277,0.00007704904,0.002018537,5.127382e-7,0.0002920108,0.007106422,0.001876842,0.9597777],"study_design_scores_gemma":[0.07792887,0.001817429,0.02809202,0.01271809,0.0003209625,0.0028666,0.01016308,0.1592455,0.0007098449,0.05488929,0.6498973,0.001351043],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3827342,0.02446031,0.01158379,0.5731776,0.0004534534,0.002058113,0.00003568372,0.0004181165,0.00507871],"genre_scores_gemma":[0.9741924,0.01281575,0.00011213,0.01211785,0.0002382978,0.00007015889,0.0001435711,0.00002461596,0.0002852331],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9584267,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411046010","doi":"10.53933/sspmpm.v5i2.189","title":"Modern Treatment of Inflammatory Pulmonary Pathology: Theoretical Justification and Implementation of the Extracorporeal Blood Hyperthermia Apparatus into Medical Practice","year":2025,"lang":"en","type":"article","venue":"SSP Modern Pharmacy and Medicine","topic":"Plant-based Medicinal Research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Extracorporeal; Hyperthermia; Medicine; Extracorporeal circulation; Pathology; Intensive care medicine; Internal medicine","authors":[{"name":"Oleksandr Nevzghoda","is_ca":false},{"name":"Anatolii Nevzghoda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06431964073514156,"gpt":0.4809671949473896,"spread":0.416647554212248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001644867,0.0002173627,0.0004009683,0.0001586773,0.0001805872,0.000003361932,0.0002114482,0.0001975359,0.0002444846],"category_scores_gemma":[0.0005021341,0.0001404254,0.00004720935,0.0001792763,0.001990452,0.00009669916,0.00009701799,0.0005187848,0.000001063814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004929233,"about_ca_system_score_gemma":0.0005218769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001583075,"about_ca_topic_score_gemma":0.00003014509,"domain_scores_codex":[0.9975045,0.0007636908,0.0006098179,0.0003508836,0.0004600565,0.0003110988],"domain_scores_gemma":[0.997477,0.001589549,0.0002464566,0.0002368473,0.0001813468,0.0002687823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002354912,0.0005940463,0.01973849,0.0004486443,0.0003320665,0.000195828,0.004702411,0.00001312702,0.3701498,0.01460774,0.0002302801,0.5866326],"study_design_scores_gemma":[0.05035114,0.002648413,0.04637165,0.0009312322,0.009671279,0.002373154,0.007184586,0.127939,0.6492551,0.06223762,0.04022349,0.0008133496],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699133,0.01101905,0.0006604029,0.01507996,0.0003495752,0.0008460333,0.00004143941,0.00002321369,0.002067042],"genre_scores_gemma":[0.9862521,0.01190003,0.00007321395,0.001366375,0.0001454692,0.00009139263,0.00004064133,0.00001292094,0.0001178984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5858193,"threshold_uncertainty_score":0.7333902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414154933","doi":"10.53933/e3jtzz27","title":"Pharmacopoeial Standards for Medical Circulation and Use of Cannabis: From Forensic Pharmaceutical and Forensic Narcological Problems of Cannabinoid Addiction to Ensuring Quality Control During the Treatment of Patients with Cannabis Medicines","year":2025,"lang":"en","type":"article","venue":"SSP Modern Pharmacy and Medicine","topic":"Medical and Pharmaceutic Studies","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pharmacopoeia; Cannabis; Quality (philosophy); Cannabinoid; Medical cannabis; Addiction; Limiting; Forensic toxicology; Synthetic cannabinoids","authors":[{"name":"Olena Lavoshnyk","is_ca":false},{"name":"Валерій Шаповалов","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08520204513054233,"gpt":0.4294833645074427,"spread":0.3442813193769003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00120968,0.0004072175,0.00108119,0.0001871099,0.0003081222,0.000006847261,0.0001389188,0.0001816901,0.000180546],"category_scores_gemma":[0.0007429642,0.0002430213,0.00008263184,0.000250573,0.00183223,0.0001040959,0.00008641248,0.0003644071,7.879563e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043855,"about_ca_system_score_gemma":0.0002482419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001043999,"about_ca_topic_score_gemma":0.0002791181,"domain_scores_codex":[0.9967346,0.0004600912,0.001078683,0.0005317344,0.0007236525,0.0004711987],"domain_scores_gemma":[0.9968933,0.001391835,0.0003685444,0.0001699055,0.000659002,0.0005173495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03212174,0.001235499,0.5724704,0.002755721,0.003890619,0.00001590095,0.01093842,0.0004401322,0.03457791,0.0004001883,0.005135844,0.3360177],"study_design_scores_gemma":[0.1355502,0.004430871,0.5579931,0.001724305,0.00870622,0.00002537865,0.0008422122,0.04618216,0.07534456,0.001593269,0.1666391,0.0009685628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753637,0.008224346,0.001705061,0.0102026,0.0006714743,0.002461067,0.001306237,0.00002982578,0.00003567211],"genre_scores_gemma":[0.9929557,0.004526072,0.00008596976,0.001716968,0.0002677141,0.0002978925,0.00005896451,0.00002045753,0.00007020229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3350491,"threshold_uncertainty_score":0.9910119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}