{"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":"5f806d8889a7","filters":{"venue":"International Journal of Digital Health"}},"results":[{"id":"W3134332400","doi":"10.29337/ijdh.24","title":"Digital Health, Big Data and Connectivity: 5G and Beyond for Patient-Centred Care","year":2021,"lang":"en","type":"article","venue":"International Journal of Digital Health","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Big data; Digital health; Health care; Data science; Computer science; Psychology; Political science; Data mining","authors":[{"name":"Antonio Franchi","is_ca":false},{"name":"Luca Franchi","is_ca":true},{"name":"Thomas Franchi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1846319181436164,"gpt":0.460193216968635,"spread":0.2755612988250186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001937979,0.0004044809,0.0004746968,0.001540134,0.0005808967,0.00356078,0.0006028946,0.002337035,0.005016268],"category_scores_gemma":[0.002749342,0.0001543656,0.0005595034,0.001824173,0.001837606,0.004590206,0.002052217,0.003003659,0.0008182247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001327832,"about_ca_system_score_gemma":0.001655121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001343865,"about_ca_topic_score_gemma":0.001396061,"domain_scores_codex":[0.9987588,0.0005498403,0.0000762686,0.0001110357,0.0003964799,0.0001075769],"domain_scores_gemma":[0.9967942,0.002262124,0.0001825983,0.0001226957,0.0004212112,0.0002171067],"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":[0.00009120717,0.00005201172,0.001549587,0.005467548,0.0001007836,0.0004291515,0.0006737161,0.001916692,0.001832033,0.3868058,0.08948186,0.5115997],"study_design_scores_gemma":[0.000008305608,0.000087211,0.001641793,0.006053669,0.00004903407,0.000826355,0.0009042092,0.002092771,0.000582637,0.1233119,0.8643947,0.00004741141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003832772,0.8178304,0.01736378,0.1092275,0.007624488,0.00005380608,0.0002279818,0.0001501074,0.04368914],"genre_scores_gemma":[0.06808675,0.8790869,0.0104224,0.02380969,0.01274039,0.00006244678,0.0001486949,0.00003383026,0.005608899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005016268,"threshold_uncertainty_score":0.01678109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}