{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"ba42e63f23ad","filters":{"venue":"Public Health - Open Journal"}},"results":[{"id":"W2784101223","doi":"10.17140/phoj-2-121","title":"Measuring Health Services Utilization in Ethnic Populations: Ethnicity and Choice of Frameworks","year":2017,"lang":"en","type":"article","venue":"Public Health - Open Journal","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ethnic group; Medicine; Health services; Environmental health; Population; Sociology; Anthropology","authors":[{"name":"Emmanuel Ngwakongnwi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5356935681178419,"gpt":0.4401710888028324,"spread":0.09552247931500946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0701104,0.0007205622,0.001421852,0.007174701,0.002289747,0.007201485,0.002004589,0.001053952,0.002285261],"category_scores_gemma":[0.1243691,0.0004520433,0.003538058,0.01247356,0.0057122,0.006227705,0.006591761,0.002118784,0.0001708381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008904597,"about_ca_system_score_gemma":0.009636578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03231835,"about_ca_topic_score_gemma":0.04916605,"domain_scores_codex":[0.9318409,0.05424729,0.004867526,0.001749552,0.00619687,0.001097891],"domain_scores_gemma":[0.9104562,0.07211031,0.007233247,0.002449289,0.006965095,0.0007859909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003053043,0.0001821628,0.4253008,0.0128184,0.003238614,0.000375491,0.09917655,0.00351178,0.0003666437,0.1582349,0.004170847,0.2923185],"study_design_scores_gemma":[0.0001148423,0.0004647264,0.3758561,0.04561785,0.002911765,0.0007974356,0.2595587,0.01405014,0.001617882,0.2536016,0.0450072,0.0004018133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.697457,0.1143999,0.07487091,0.03784281,0.001033574,0.001700587,0.002843524,0.00008331575,0.06976838],"genre_scores_gemma":[0.9570698,0.01422807,0.02484453,0.001449074,0.0001082188,0.001222069,0.0005193287,0.00002659907,0.0005323241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0701104,"threshold_uncertainty_score":0.3707836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234716286","doi":"10.17140/phoj-2-120","title":"Patient Satisfaction with an Interprofessional Approach to Wound Care in Qatar","year":2017,"lang":"en","type":"article","venue":"Public Health - Open Journal","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Calgary","keywords":"Patient satisfaction; Medicine; Wound care; MEDLINE; Nursing; Medical emergency; Family medicine; Intensive care medicine; Political science","authors":[{"name":"Shaikha Ali Al-Qahtani","is_ca":false},{"name":"Kim Critchley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08064879819887416,"gpt":0.3996391755469229,"spread":0.3189903773480487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001929815,0.0001000708,0.0001840922,0.0003553602,0.0005664709,0.0007157247,0.0001804711,0.0002803652,0.00352818],"category_scores_gemma":[0.004323664,0.00009569219,0.0002176299,0.0005674887,0.000306851,0.0003278539,0.0005473063,0.00042087,0.0001744355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007755913,"about_ca_system_score_gemma":0.0009005213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00380824,"about_ca_topic_score_gemma":0.005372642,"domain_scores_codex":[0.9986656,0.0006298284,0.000109257,0.00006012963,0.0002680339,0.0002671471],"domain_scores_gemma":[0.9973069,0.0006632974,0.001061568,0.00004921476,0.0004450979,0.0004739057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002186766,0.0003399579,0.9568164,0.0001110235,0.00006658925,0.0001976093,0.004305981,0.0001534278,0.0004958458,0.0001222033,0.001270904,0.03590149],"study_design_scores_gemma":[0.00002770739,0.001049519,0.9867591,0.00007236128,0.00002881184,0.0006047803,0.009245349,0.0005115187,0.0001830855,0.00006754309,0.00143714,0.00001310343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987643,0.0001577165,0.00007309623,0.0002960101,0.000004711858,0.00001018832,0.00006852559,0.000002493247,0.0006230749],"genre_scores_gemma":[0.9996269,0.00006637158,0.00007968259,0.00008653771,0.000003277002,0.000006963179,0.00003990672,4.553007e-7,0.00009002411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00380824,"threshold_uncertainty_score":0.01180291,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390273840","doi":"10.17140/phoj-8-163","title":"Light at the End of the Tunnel: Mining Justice and Health","year":2023,"lang":"en","type":"article","venue":"Public Health - Open Journal","topic":"Mining and Resource Management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia; Health Canada","funders":"","keywords":"Workforce; Business; Declaration; Human rights; Political science; Economic growth; Economics; Law","authors":[{"name":"Farah M. Shroff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08743591051876444,"gpt":0.3215465615969729,"spread":0.2341106510782084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001552953,0.0001198769,0.0002241219,0.0007434401,0.005128198,0.004087616,0.0004957278,0.003706114,0.006474393],"category_scores_gemma":[0.002966578,0.000120539,0.0001926556,0.0005843555,0.0116305,0.004104817,0.003647065,0.003539132,0.0005095942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003059519,"about_ca_system_score_gemma":0.005063202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03750763,"about_ca_topic_score_gemma":0.07115763,"domain_scores_codex":[0.9987307,0.0005821834,0.00002644006,0.00008190768,0.000214811,0.0003639472],"domain_scores_gemma":[0.9986222,0.0003805961,0.0002025903,0.00005485279,0.0002240264,0.000515671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002026979,0.0004154322,0.06097224,0.0006585079,0.00006167133,0.001434838,0.07243013,0.0003473987,0.001206357,0.3703852,0.2084995,0.2833861],"study_design_scores_gemma":[0.00003861452,0.0004165217,0.09508533,0.004555881,0.00004276631,0.001824571,0.148499,0.0004465443,0.000665075,0.3510131,0.3972858,0.0001267406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07646833,0.06492261,0.001054942,0.7791845,0.001697091,0.00002432468,0.0001340676,0.00004051718,0.0764736],"genre_scores_gemma":[0.8726751,0.03375453,0.0008108947,0.07679902,0.001330248,0.00002313337,0.00006320215,0.00002044917,0.01452351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03750763,"threshold_uncertainty_score":0.07457858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999211454","doi":"10.17140/phoj-4-135","title":"Mankind, Disease and Technology: A Cat, Mouse and Fiddle Game","year":2019,"lang":"en","type":"article","venue":"Public Health - Open Journal","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Disease; Medicine; Pathology","authors":[{"name":"Srinivasan Govindaraj","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05389110780569338,"gpt":0.3216528094744052,"spread":0.2677617016687118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005741976,0.0009012865,0.001275437,0.001376061,0.005176146,0.009646732,0.001519256,0.006876955,0.01775916],"category_scores_gemma":[0.01721583,0.0004603202,0.0008247127,0.0007519571,0.02286797,0.01064918,0.006214995,0.006166505,0.001138686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079401,"about_ca_system_score_gemma":0.00330195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01775617,"about_ca_topic_score_gemma":0.01331489,"domain_scores_codex":[0.9966245,0.002399632,0.0000634418,0.0002550799,0.0003385691,0.0003188188],"domain_scores_gemma":[0.9906749,0.007224196,0.0002375889,0.0002890898,0.0003379705,0.001236243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001648082,0.00005797364,0.001225705,0.00007234518,0.00006028023,0.0002088798,0.002855109,0.002541964,0.0003507891,0.9623032,0.01951302,0.01064593],"study_design_scores_gemma":[0.00008521165,0.00007592634,0.0007828128,0.0001888863,0.00003336752,0.0001870198,0.004629901,0.005687306,0.0001374758,0.9219995,0.0661431,0.00004939439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06969954,0.01060133,0.06461228,0.4860853,0.002318493,0.0001403003,0.000240952,0.0001517242,0.3661501],"genre_scores_gemma":[0.9265559,0.003373917,0.01326393,0.02483581,0.0004787137,0.0001597486,0.00005007611,0.0001100978,0.03117176],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01775916,"threshold_uncertainty_score":0.05941033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}