{"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":"9e9a77f642f1","filters":{"venue":"Psychology Community & Health"}},"results":[{"id":"W3033559111","doi":"10.5964/pch.v8i1.310","title":"Association between cancer stigma, pain and quality of life in breast cancer","year":2020,"lang":"en","type":"article","venue":"Psychology Community & Health","topic":"Cancer survivorship and care","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Breast cancer; Stigma (botany); Medicine; Quality of life (healthcare); Cancer; Social stigma; Oncology; Family medicine; Psychiatry; Internal medicine; Nursing","authors":[{"name":"Ora Nakash","is_ca":false},{"name":"Leeat Granek","is_ca":true},{"name":"Michal Cohen","is_ca":false},{"name":"Merav Ben David","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.123091451144703,"gpt":0.4396726820652371,"spread":0.316581230920534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001126026,0.00008072717,0.0001986644,0.0004763799,0.0003415932,0.0004113331,0.0001282173,0.0002795673,0.001316032],"category_scores_gemma":[0.008676552,0.00009925498,0.0003080301,0.0003292779,0.0003669364,0.0002971621,0.0005471032,0.0005725891,0.00006104092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003508381,"about_ca_system_score_gemma":0.0002220957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130607,"about_ca_topic_score_gemma":0.002641676,"domain_scores_codex":[0.9990239,0.0005221965,0.00007669927,0.00004346235,0.0002251698,0.0001085664],"domain_scores_gemma":[0.9946014,0.001753945,0.00265899,0.0001707276,0.0003537081,0.0004613688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005791027,0.00008286045,0.9950105,0.00003336757,0.0000627307,0.00003597995,0.0002386897,0.00006565449,0.0001549464,0.00003684323,0.0000545178,0.004166066],"study_design_scores_gemma":[0.00000264186,0.00006356787,0.9993052,0.00001597228,0.000009922752,0.00009633079,0.0002250781,0.0001191616,0.00002514694,0.00004794764,0.00008635326,0.000002573323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981754,0.000717615,0.0000715546,0.000227789,0.000005939367,0.0000105991,0.00005112811,0.000001131498,0.0007388568],"genre_scores_gemma":[0.9997486,0.0001038549,0.00004957333,0.00002798197,0.000006217986,0.000004031673,0.00002188234,2.810429e-7,0.00003757039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001316032,"threshold_uncertainty_score":0.00595504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949243957","doi":"10.5964/pch.v8i1.207","title":"The construction and validation of a new Hepatitis C Virus social stigma in the workplace scale","year":2019,"lang":"en","type":"article","venue":"Psychology Community & Health","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Operationalization; Stigma (botany); Prejudice (legal term); Scale (ratio); Psychology; Conceptualization; Social stigma; Exploratory factor analysis; Confirmatory factor analysis; Social psychology; Clinical psychology; Medicine; Psychometrics; Computer science; Psychiatry; Family medicine; Structural equation modeling; Human immunodeficiency virus (HIV); Artificial intelligence","authors":[{"name":"Ahmed A. Mohamed","is_ca":false},{"name":"Mohamad Saad","is_ca":false},{"name":"M Magdy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04431638142472138,"gpt":0.3895171473202483,"spread":0.345200765895527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03059046,0.0004022334,0.0005923164,0.002874787,0.001540344,0.002158327,0.001341231,0.000809573,0.001832159],"category_scores_gemma":[0.05319876,0.0005033934,0.001177797,0.001437631,0.002141592,0.002240053,0.004431621,0.002193232,0.0004628343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002451839,"about_ca_system_score_gemma":0.005585802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003408975,"about_ca_topic_score_gemma":0.005700286,"domain_scores_codex":[0.9871687,0.006612066,0.00133403,0.0005867031,0.0039015,0.0003969671],"domain_scores_gemma":[0.9610493,0.01986358,0.002308179,0.003764312,0.01155309,0.001461568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00066546,0.003080438,0.4258496,0.00123284,0.0003218789,0.0004265993,0.07734713,0.001964409,0.009961953,0.01305612,0.01112736,0.4549664],"study_design_scores_gemma":[0.0006015455,0.003877771,0.8611818,0.001370391,0.0003062208,0.0006649272,0.04582172,0.01216543,0.007932737,0.01049788,0.05528344,0.00029612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610711,0.0003214207,0.01745029,0.001146285,0.0002627954,0.007141439,0.0005984092,0.00008572498,0.01192257],"genre_scores_gemma":[0.8951459,0.0005277405,0.08432839,0.0005044522,0.00008020767,0.01537537,0.001562778,0.0000685636,0.002406634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03059046,"threshold_uncertainty_score":0.1617798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2619305708","doi":"10.5964/pch.v6i1.204","title":"As queixas subjetivas de memória num cuidado de saúde primário: Um estudo follow up","year":2017,"lang":"pt","type":"article","venue":"Psychology Community & Health","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","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":"Humanities; Medicine; Psychology; Gerontology; Art","authors":[{"name":"Mónica Sousa","is_ca":false},{"name":"Anabela Pereira","is_ca":false},{"name":"Rui Costa","is_ca":false},{"name":"Pedro Gomes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08364424769651714,"gpt":0.472354376428938,"spread":0.3887101287324209,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002404767,0.0002106678,0.0005558878,0.001356181,0.002034612,0.001477113,0.0004477811,0.0006011993,0.002103998],"category_scores_gemma":[0.01169398,0.0004222279,0.0006141935,0.001134157,0.0006643577,0.001435373,0.001909782,0.001057008,0.0003019705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083992,"about_ca_system_score_gemma":0.002040876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01708233,"about_ca_topic_score_gemma":0.01680495,"domain_scores_codex":[0.9988895,0.0003733684,0.0001627325,0.0001570673,0.0002125346,0.0002047933],"domain_scores_gemma":[0.9954828,0.001346634,0.00143431,0.0002878709,0.0009115686,0.0005369066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002397929,0.0005572535,0.9296723,0.0001859473,0.0000596213,0.0008567502,0.04742861,0.00003357282,0.0005292928,0.0001767871,0.0006069923,0.01965308],"study_design_scores_gemma":[0.00001753344,0.0008092098,0.9646725,0.000127394,0.00008630246,0.0005533277,0.03067667,0.00006590996,0.0003583743,0.000155995,0.002454593,0.00002210001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981557,0.0004195964,0.0001095104,0.0001820171,0.00001168518,0.00008847604,0.000189661,0.000003011809,0.0008404386],"genre_scores_gemma":[0.9980426,0.0004173377,0.0002177943,0.0001135404,0.00001505687,0.0001705206,0.0001649088,0.000002188114,0.0008559164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01708233,"threshold_uncertainty_score":0.03396583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940541180","doi":"10.5964/pch.v6i1.209","title":"A relação entre a sintomatologia depressiva e a evocação de memórias autobiográficas em pessoas idosas","year":2017,"lang":"pt","type":"article","venue":"Psychology Community & Health","topic":"Identity, Memory, and Therapy","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":"Medicine","authors":[{"name":"Daniela Silvestre","is_ca":false},{"name":"Victor Cláudio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1003200945689116,"gpt":0.4594196638752239,"spread":0.3590995693063123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087303,0.0002821788,0.0003304176,0.001248057,0.000788893,0.001223589,0.0003646464,0.000550771,0.005139675],"category_scores_gemma":[0.007065846,0.0002864081,0.0004402423,0.0008162744,0.0007595544,0.0005741324,0.001259136,0.0005176833,0.0004130034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007521474,"about_ca_system_score_gemma":0.001178637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01213579,"about_ca_topic_score_gemma":0.01834645,"domain_scores_codex":[0.9994092,0.0001766443,0.00007129904,0.00007636166,0.0001582131,0.0001083803],"domain_scores_gemma":[0.9948425,0.002074326,0.001903184,0.0002090736,0.0006018193,0.000369112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002423824,0.00009233305,0.9700057,0.0003773364,0.00007735329,0.0004761965,0.009100301,0.00004803139,0.001652459,0.0002110845,0.0003220067,0.01739483],"study_design_scores_gemma":[0.000003570579,0.0001102539,0.9907175,0.00008177188,0.00004906754,0.0006302991,0.006674183,0.00003563356,0.0003727586,0.0001237013,0.001193025,0.000008197812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936391,0.00192041,0.0001804084,0.0004180018,0.00002309626,0.00002794717,0.00027452,0.00000768787,0.003508923],"genre_scores_gemma":[0.9970079,0.001220272,0.0003170593,0.00009414657,0.00002209676,0.0000219258,0.0001168978,0.000002943429,0.001196865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01213579,"threshold_uncertainty_score":0.02413034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}