{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"8e4f4f45ecd7","filters":{"venue":"International Journal of Family Medicine & Healthcare"}},"results":[{"id":"W4390003534","doi":"10.33425/2833-0382.1008","title":"Improving Sleep and Quality of Life after Use of a Haptic Vibrotactile Trigger Technology, Drug-Free, Topical Patch: Results from the HARMONI Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Family Medicine & Healthcare","topic":"Sleep and Wakefulness Research","field":"Neuroscience","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":"Medicine; Sleep (system call); Quality of life (healthcare); Physical medicine and rehabilitation","authors":[{"name":"Paul P. Doghramji","is_ca":false},{"name":"Derek Dietze","is_ca":false},{"name":"Peter Hurwitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2186219491494341,"gpt":0.4133844886254017,"spread":0.1947625394759676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003214415,0.0002801148,0.0008297007,0.0003649381,0.0004356235,0.0006830869,0.0004246791,0.000493433,0.001839523],"category_scores_gemma":[0.004708268,0.0001683918,0.002249861,0.0005441337,0.0003121482,0.0006595873,0.0007802303,0.0008846882,0.0003650121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003891588,"about_ca_system_score_gemma":0.0005498629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892239,"about_ca_topic_score_gemma":0.002826015,"domain_scores_codex":[0.9989867,0.0004156173,0.0001504699,0.000124339,0.000233745,0.00008909675],"domain_scores_gemma":[0.9968886,0.0009674751,0.001052012,0.0002779029,0.0004743142,0.0003398491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1110231,0.01283949,0.5992442,0.005766456,0.01555271,0.0002232798,0.002302411,0.0008266993,0.002437149,0.0007961086,0.01664083,0.2323476],"study_design_scores_gemma":[0.009767209,0.02415459,0.9507142,0.0004418506,0.004547059,0.0002368938,0.0007528847,0.0004945006,0.000378078,0.0002597218,0.008181212,0.00007171783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798273,0.006928842,0.0003848094,0.000743088,0.00009024249,0.000976706,0.006006675,0.00002095582,0.005021398],"genre_scores_gemma":[0.9844251,0.004048264,0.001149804,0.001326231,0.0001701302,0.001255042,0.00566279,0.0000221414,0.001940529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003214415,"threshold_uncertainty_score":0.01699966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406225843","doi":"10.33425/2833-0382.1020","title":"Reducing Sleep Disorder and Insomnia Related Symptoms with Haptic Technology","year":2024,"lang":"en","type":"article","venue":"International Journal of Family Medicine & Healthcare","topic":"Sleep and Work-Related Fatigue","field":"Psychology","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":"Insomnia; Sleep (system call); Psychology; Physical medicine and rehabilitation; Audiology; Medicine; Psychiatry; Computer science; Operating system","authors":[{"name":"Paul P. Doghramji","is_ca":false},{"name":"Janet Fason","is_ca":false},{"name":"Peter Hurwitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02280688492856418,"gpt":0.3540729099111402,"spread":0.331266024982576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006228093,0.0001845324,0.0004243719,0.0002590231,0.0003384837,0.0002690435,0.0002097729,0.0002641157,0.002280902],"category_scores_gemma":[0.001613425,0.0001239789,0.000447766,0.0001914958,0.0003298579,0.0003256562,0.0004193754,0.0004530427,0.000224774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003053646,"about_ca_system_score_gemma":0.000532194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102162,"about_ca_topic_score_gemma":0.001883847,"domain_scores_codex":[0.9996295,0.00009139077,0.00004105946,0.00004084185,0.0001375276,0.00005967352],"domain_scores_gemma":[0.9993425,0.0002266123,0.0002326079,0.00004661368,0.00006481113,0.00008680929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04886969,0.03116919,0.6017645,0.001445118,0.0004592027,0.0004851995,0.00231102,0.000517618,0.04035856,0.0001566526,0.0014496,0.2710136],"study_design_scores_gemma":[0.002175705,0.1134051,0.877551,0.00005940864,0.0001577741,0.0005649352,0.000944037,0.0003830872,0.003235179,0.0000512305,0.001451617,0.00002103677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991397,0.0001413258,0.0001514388,0.00001980494,0.000004950268,0.0001679773,0.00006261501,0.000004946691,0.0003071555],"genre_scores_gemma":[0.9980118,0.0003086977,0.0006645595,0.00005937638,0.00001187351,0.0002814673,0.000104868,0.000001607101,0.0005557582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002280902,"threshold_uncertainty_score":0.007630348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}