{"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":"c243dd60c5d5","filters":{"venue":"FMDB Transactions on Sustainable Health Science Letters"}},"results":[{"id":"W4407371987","doi":"10.69888/ftshsl.2024.000250","title":"Revolutionizing Patient Care through Innovation and Technology in Modern Healthcare","year":2024,"lang":"en","type":"article","venue":"FMDB Transactions on Sustainable Health Science Letters","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Bausch Health","keywords":"Health care; Business; Economics; Economic growth","authors":[{"name":"Sunil Kumar Sehrawat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009125373292598707,"gpt":0.255858394180644,"spread":0.2467330208880453,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001977988,0.0001101957,0.0001065102,0.001203321,0.0002754033,0.00006363496,0.00008598645,0.00006984026,0.000003517778],"category_scores_gemma":[0.000008047959,0.0001131836,0.00001084821,0.004806153,0.0001520894,0.0004370679,0.000003937208,0.0003804306,0.000003762155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291885,"about_ca_system_score_gemma":0.0002134653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002522587,"about_ca_topic_score_gemma":0.00002057642,"domain_scores_codex":[0.9987366,0.000007233987,0.0002488481,0.0002808677,0.0002042993,0.0005221507],"domain_scores_gemma":[0.9996923,0.00001256841,0.0000137593,0.0001402061,0.00007291633,0.0000682828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001095396,0.00007313447,0.0002663852,0.01504882,0.00001599529,0.00005116361,0.03302234,0.2195,0.004338061,0.03225956,0.001792716,0.6936209],"study_design_scores_gemma":[0.001280166,0.001401574,0.005099145,0.00476328,0.00002659333,0.000228061,0.1400494,0.738322,0.007901503,0.02742478,0.07136545,0.00213814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4869439,0.005832822,0.4225634,0.08183078,0.001269016,0.0006069352,0.000008511699,0.0008563557,0.00008830522],"genre_scores_gemma":[0.9973063,0.0001846426,0.001525723,0.0008241559,0.00002326583,0.00009587338,0.000004442518,0.00001510951,0.00002046643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6914827,"threshold_uncertainty_score":0.4615494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}