{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"957d28116e02","filters":{"venue":"Journal of Health Policy & Outcomes Research"}},"results":[{"id":"W2977757535","doi":"10.7365/jhpor.2016.2.2","title":"Approach to uncertainty in health technology assessment in a Central and Eastern European country: appraisal of cancer drugs by a Polish HTA agency in presence of high crossover rates in clinical trials","year":2016,"lang":"en","type":"article","venue":"Journal of Health Policy & Outcomes Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Pfizer","keywords":"Reimbursement; Health technology; Crossover; Agency (philosophy); Medicine; Actuarial science; Transparency (behavior); Health care; Business; Economics; Political science; Economic growth; Computer science","authors":[{"name":"Anna Panasiuk","is_ca":false},{"name":"D Pawlik","is_ca":false},{"name":"Patrycja Prząda-Machno","is_ca":false},{"name":"Marcin Kaczor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5227783015466635,"gpt":0.6602442908197397,"spread":0.1374659892730762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3556713,0.0008076833,0.002624341,0.01356727,0.001983311,0.01357345,0.001911511,0.002855303,0.001375041],"category_scores_gemma":[0.4318337,0.0009718844,0.004193842,0.01208107,0.002634934,0.006003055,0.005307151,0.00301086,0.0002165639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01810252,"about_ca_system_score_gemma":0.03912396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013762,"about_ca_topic_score_gemma":0.009483062,"domain_scores_codex":[0.6389712,0.2423021,0.0716498,0.005686228,0.03827885,0.003111805],"domain_scores_gemma":[0.3518435,0.4609814,0.07815127,0.0133982,0.09221336,0.003412197],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005015169,0.0002375599,0.07868454,0.08713108,0.008452024,0.004313001,0.03964629,0.02814182,0.003811879,0.03093274,0.01744809,0.6961858],"study_design_scores_gemma":[0.00171505,0.004546467,0.3430942,0.1786145,0.01969164,0.008223694,0.04433204,0.03937593,0.01268589,0.05398786,0.2922152,0.001517517],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2788238,0.4817571,0.09855954,0.0853957,0.001475138,0.01353057,0.003340165,0.0002950203,0.03682293],"genre_scores_gemma":[0.8042332,0.06667627,0.1189367,0.004721406,0.0006112304,0.003097917,0.0009379255,0.00006798146,0.000717448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6443287,"threshold_uncertainty_score":0.7945719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2642185775","doi":"10.7365/jhpor.2012.1.7","title":"Decision-making processes related to drug pricing and reimbursement. Is Poland far away from global standards?","year":2012,"lang":"en","type":"article","venue":"Journal of Health Policy & Outcomes Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","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":"Reimbursement; Nice; Excellence; Agency (philosophy); Drug pricing; Business; Order (exchange); Health care; Actuarial science; Finance; Political science; Economics; Economic growth","authors":[{"name":"Marcin Czech","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3298928310310364,"gpt":0.616574889728811,"spread":0.2866820586977746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03994679,0.0005269138,0.00122084,0.003634588,0.003122523,0.01581297,0.001107803,0.003603201,0.004036208],"category_scores_gemma":[0.06459507,0.0005750972,0.001162592,0.00522746,0.009379045,0.008855328,0.005127561,0.004849343,0.0006782393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01401967,"about_ca_system_score_gemma":0.0195254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008594342,"about_ca_topic_score_gemma":0.007297162,"domain_scores_codex":[0.9641868,0.02336919,0.002062065,0.001268717,0.006303951,0.002809247],"domain_scores_gemma":[0.9546536,0.03034079,0.006770834,0.001382391,0.004076093,0.002776274],"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":[0.0006909802,0.0002502472,0.02434224,0.001854528,0.0003993414,0.002168418,0.007520929,0.009962478,0.0008059662,0.5579237,0.02497922,0.3691019],"study_design_scores_gemma":[0.0002037116,0.0002772845,0.03185769,0.004981584,0.0002670033,0.001428035,0.02246056,0.007806655,0.00132019,0.7464247,0.1827541,0.0002184123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1859248,0.07881323,0.03990817,0.5551692,0.001899814,0.0006058727,0.0004991412,0.0001065213,0.1370732],"genre_scores_gemma":[0.9315582,0.03414886,0.015377,0.0126129,0.0006451779,0.0001817195,0.000166043,0.00004919614,0.005260944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03994679,"threshold_uncertainty_score":0.2112614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384209243","doi":"10.7365/jhpor.2023.1.4","title":"Characteristics of the Patient's Internet Account (IKP) users in Poland between 2019 and 2021","year":2023,"lang":"en","type":"article","venue":"Journal of Health Policy & Outcomes Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","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":"The Internet; Medicine; Quarter (Canadian coin); Pandemic; Coronavirus disease 2019 (COVID-19); Demography; Geography; Pediatrics; Family medicine; Computer science; Internal medicine; World Wide Web; Disease","authors":[{"name":"Krzysztof Płaciszewski","is_ca":false},{"name":"Waldemar Wierzba","is_ca":false},{"name":"Janusz Ostrowski","is_ca":false},{"name":"Jarosław Pinkas","is_ca":false},{"name":"Mateusz Jankowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1543509722075886,"gpt":0.5780024873648879,"spread":0.4236515151572993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004328103,0.000198703,0.0003692206,0.002058912,0.0003503594,0.0009415137,0.0003252479,0.0002878466,0.001800319],"category_scores_gemma":[0.001712681,0.0002332179,0.0004273187,0.002174733,0.000223106,0.0008325438,0.0007870582,0.0005613319,0.0004583354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006500324,"about_ca_system_score_gemma":0.0007298319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008023227,"about_ca_topic_score_gemma":0.007263829,"domain_scores_codex":[0.9992396,0.0000711978,0.0001787448,0.000166659,0.0001609218,0.0001828986],"domain_scores_gemma":[0.9990684,0.00008209878,0.0005319024,0.00004640165,0.0001365536,0.0001345924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009506221,0.00003564724,0.9955161,0.00007459277,0.00003084397,0.0001932709,0.0001713336,0.00005014034,0.0001283348,0.00004242745,0.0007197727,0.002942421],"study_design_scores_gemma":[0.000004743144,0.00005406104,0.9968234,0.00004501818,0.00001986613,0.000667664,0.0005858722,0.0001382405,0.00007688915,0.00002482882,0.00155048,0.000008986205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883956,0.0005476915,0.0001704959,0.0001165804,0.00001365837,0.00009425184,0.008912963,0.00001048994,0.001738299],"genre_scores_gemma":[0.9899401,0.0006491903,0.000183354,0.0001081163,0.00001670885,0.0001736923,0.008276269,0.000008172208,0.0006443367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008023227,"threshold_uncertainty_score":0.01595306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383900930","doi":"10.7365/jhpor.2013.4.6","title":"Cost-effectiveness of injectable atypical long-acting antipsychotics for chronic schizophrenia in Poland","year":2013,"lang":"en","type":"article","venue":"Journal of Health Policy & Outcomes Research","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"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":"Risperidone; Medicine; Paliperidone Palmitate; Antipsychotic; Cost effectiveness; Quality of life (healthcare); Schizophrenia (object-oriented programming); Quality-adjusted life year; Pediatrics; Emergency medicine; Psychiatry","authors":[{"name":"M. Hemels","is_ca":false},{"name":"Roman Zilbershtein","is_ca":false},{"name":"A Schubert","is_ca":true},{"name":"Iwona Skrzekowska-Baran","is_ca":false},{"name":"K. Van Impe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1750360974970316,"gpt":0.5449803341656596,"spread":0.369944236668628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002768585,0.0006640925,0.001031068,0.0007229074,0.0002428007,0.001255072,0.0007936516,0.0008920153,0.00233403],"category_scores_gemma":[0.009868508,0.0005682885,0.002140649,0.0006614638,0.0004173816,0.00124278,0.0008172511,0.0008983968,0.00008331439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004302247,"about_ca_system_score_gemma":0.002715597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02637264,"about_ca_topic_score_gemma":0.01297966,"domain_scores_codex":[0.9988176,0.0006942271,0.00007179339,0.0001225824,0.0001150156,0.0001786792],"domain_scores_gemma":[0.9974824,0.001745285,0.0004068778,0.00005670975,0.0001867898,0.0001219458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001599034,0.0001846718,0.02461707,0.0003557747,0.0007464785,0.000369515,0.0000466445,0.961799,0.0003837609,0.002089016,0.0003850328,0.007424003],"study_design_scores_gemma":[0.001384438,0.001908801,0.03474867,0.0004286476,0.001919556,0.0004372341,0.0003764362,0.9497606,0.0009665993,0.006694521,0.00131044,0.00006417165],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900122,0.001733749,0.00333249,0.0007056897,0.00002238604,0.0001788894,0.001418298,0.00002130118,0.002574912],"genre_scores_gemma":[0.998082,0.0004679082,0.0008217592,0.00005697126,0.000002891573,0.00004661709,0.0002605973,0.000004518406,0.0002567579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02637264,"threshold_uncertainty_score":0.05243826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2730806185","doi":"10.7365/jhpor.2012.1.10","title":"Asthma - is there an association between the quality of life and the levels of alexithymia?","year":2012,"lang":"en","type":"article","venue":"Journal of Health Policy & Outcomes Research","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Asthma; Quality of life (healthcare); Association (psychology); Medicine; Clinical psychology; Affect (linguistics); Psychology; Psychiatry; Internal medicine; Psychotherapist","authors":[{"name":"Patrycja Grabowska-Krawiec","is_ca":false},{"name":"Karina Jahnz‐Różyk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2481075325803079,"gpt":0.5633687586436819,"spread":0.3152612260633739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006870395,0.0001406227,0.0002687623,0.0006152851,0.000206244,0.000739764,0.0001951831,0.0004809673,0.003022304],"category_scores_gemma":[0.002017774,0.00009228551,0.0003416859,0.0006071109,0.0004647552,0.0004095665,0.0003386418,0.0004656996,0.0002107653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000219395,"about_ca_system_score_gemma":0.0001832479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008361891,"about_ca_topic_score_gemma":0.001208271,"domain_scores_codex":[0.9995748,0.0001437065,0.00005280364,0.00006452866,0.0001221072,0.00004203719],"domain_scores_gemma":[0.9986932,0.000393694,0.0006293151,0.00004106053,0.0001188032,0.0001240061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001430054,0.00009876238,0.9795803,0.0002064196,0.0001303338,0.0001336025,0.0001253684,0.00005342688,0.0005332113,0.000187717,0.000207147,0.01860056],"study_design_scores_gemma":[0.000004089171,0.0001076424,0.998589,0.0000658636,0.00003647334,0.0002790204,0.0002473078,0.0001103791,0.00005742824,0.0001519991,0.0003479682,0.000002964361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817148,0.01087015,0.0004421387,0.002141093,0.00005282228,0.00002690486,0.0003760595,0.000006519258,0.004369487],"genre_scores_gemma":[0.9978558,0.001618698,0.0001007714,0.00006905843,0.00003439202,0.000006991496,0.0001610661,7.231927e-7,0.0001524433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003022304,"threshold_uncertainty_score":0.01011062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977827804","doi":"10.7365/jhpor.2014.2.3","title":"Ebola viral hemorrhagic fever","year":2014,"lang":"en","type":"article","venue":"Journal of Health Policy & Outcomes Research","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ebola virus; Viral hemorrhagic fever; Virology; Ebola Hemorrhagic Fever; Virus; Immunology; Medicine; Ebolavirus; Infectious disease (medical specialty); Lassa fever; Disease; Pathology","authors":[{"name":"Tadeusz Płusa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1160768800947032,"gpt":0.5624986418868008,"spread":0.4464217617920976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005997514,0.0002114674,0.0002086351,0.0005074557,0.0005399573,0.0008027752,0.0001734629,0.0005895616,0.006366167],"category_scores_gemma":[0.001097152,0.00005630441,0.000163528,0.000369623,0.0003665862,0.0004171147,0.0005044345,0.0006404347,0.001408223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007375041,"about_ca_system_score_gemma":0.0006625854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003417971,"about_ca_topic_score_gemma":0.002328432,"domain_scores_codex":[0.9995579,0.0001022772,0.00004898008,0.00002844873,0.0001562666,0.0001061494],"domain_scores_gemma":[0.9997143,0.00006164778,0.0000553687,0.00001828139,0.0001023189,0.00004797614],"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":[0.0005734417,0.0002768344,0.07266591,0.001336657,0.00006423866,0.008508467,0.001279421,0.0002657431,0.01575538,0.03591223,0.1303667,0.732995],"study_design_scores_gemma":[0.00003531791,0.000221336,0.05263208,0.0006533449,0.00002944375,0.01402976,0.001027768,0.0001550092,0.00412895,0.004718284,0.9223475,0.00002117673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1678948,0.1584479,0.01139657,0.04753159,0.003478738,0.0008116849,0.003024438,0.000348011,0.6070663],"genre_scores_gemma":[0.6931046,0.1228728,0.009293091,0.02129027,0.00318656,0.0002722886,0.003293426,0.0000344841,0.1466524],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006366167,"threshold_uncertainty_score":0.02129692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}