{"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":"6dcab326ae3b","filters":{"venue":"i-manager’s Journal on Nursing"}},"results":[{"id":"W4288062326","doi":"10.26634/jnur.11.4.18364","title":"Grounded theory approach in nursing practice","year":2022,"lang":"en","type":"article","venue":"i-manager’s Journal on Nursing","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","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 Alberta","funders":"","keywords":"Grounded theory; Epistemology; Relativism; Ontology; Constructivist grounded theory; Qualitative research; Perspective (graphical); Social constructivism; Nursing theory; Context (archaeology); Sociology; Psychology; Computer science; Social science; Philosophy; MEDLINE; Artificial intelligence","authors":[{"name":"Saleem Neelam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1151358404139121,"gpt":0.540029831473055,"spread":0.4248939910591429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0161196,0.0001149713,0.0001879434,0.0004039214,0.002974398,0.0003191046,0.0004670518,0.00004423323,0.0001990691],"category_scores_gemma":[0.001318489,0.0001165933,0.0001028069,0.001121694,0.0004578974,0.0005374842,0.00002977779,0.001257782,0.00001303886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616251,"about_ca_system_score_gemma":0.0002377251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007613855,"about_ca_topic_score_gemma":0.000003889962,"domain_scores_codex":[0.9888626,0.008870018,0.0003233097,0.0002660577,0.001121816,0.0005561999],"domain_scores_gemma":[0.9969738,0.002278009,0.0002502713,0.0001801814,0.0001103058,0.0002074416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001035511,0.0007476961,0.00000786099,0.000002600682,0.00001210705,0.00002587772,0.03418618,0.0003155607,0.00004734187,0.7045102,0.001262685,0.2587784],"study_design_scores_gemma":[0.0004700825,0.0001259989,0.0005571074,0.0001558531,0.0000232785,0.0000595154,0.2904747,0.0003487087,0.000006235679,0.6226078,0.0849813,0.0001893378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00862796,0.001023859,0.1457826,0.03679199,0.000570135,0.0005302609,0.000004279033,0.00005883144,0.8066101],"genre_scores_gemma":[0.9604012,0.0002317649,0.03584582,0.0009321323,0.0005473909,0.00006494311,0.000003385422,0.00003448001,0.00193889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9517732,"threshold_uncertainty_score":0.9983236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2622520089","doi":"10.26634/jnur.6.4.10339","title":"Cultural Practices of Rearing Preterm Infants: a Qualitative Study in a Tertiary Care Hospital, Karachi, Pakistan","year":2017,"lang":"en","type":"article","venue":"i-manager’s Journal on Nursing","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"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":"Nonprobability sampling; Thematic analysis; Context (archaeology); Hygiene; Exploratory research; Qualitative research; Medicine; Tertiary care; Health care; Nursing; Government (linguistics); Pediatrics; Family medicine; Population; Environmental health; Geography","authors":[{"name":"Sulaiman Salima","is_ca":true},{"name":"Tharani Ambreen","is_ca":true},{"name":"Lalani Sharifa","is_ca":true},{"name":"Shaikh Kiran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0367124374708465,"gpt":0.4324302263972719,"spread":0.3957177889264254,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000772576,0.0003004588,0.0004669894,0.0004271354,0.0008745036,0.00112909,0.0006920337,0.00009785362,0.00001428673],"category_scores_gemma":[0.000530448,0.0002564407,0.0001750622,0.0001363045,0.0002036445,0.002379487,0.00007742322,0.0008663479,0.000005189035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003859383,"about_ca_system_score_gemma":0.00002071616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003602697,"about_ca_topic_score_gemma":0.0001027899,"domain_scores_codex":[0.9971269,0.0006350853,0.000810764,0.0004140338,0.0005801403,0.0004331257],"domain_scores_gemma":[0.9968514,0.0002122899,0.001991311,0.0005693453,0.0002293545,0.0001462516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002009387,0.00235971,0.2383353,0.0002235738,0.0001543312,0.0005369958,0.7298602,0.00004289589,0.0005195096,0.00006991264,0.0006242628,0.02526396],"study_design_scores_gemma":[0.004714407,0.001259948,0.7351532,0.004976256,0.0001571192,0.00009084108,0.2502923,0.00008120127,0.001424521,0.001081822,0.0002777158,0.0004906955],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904358,0.0005363832,0.00001275542,0.003560999,0.001485185,0.0006792266,0.00001091289,0.00003904727,0.003239632],"genre_scores_gemma":[0.9991177,0.00003484101,0.0002915316,0.0001503329,0.0003178645,0.000009501642,0.00000594284,0.00004002876,0.00003223453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4968179,"threshold_uncertainty_score":0.9999888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412365020","doi":"10.26634/jnur.15.1.22161","title":"Sexual health in the era of artificial intelligence and its implications on children and adolescents","year":2025,"lang":"en","type":"article","venue":"i-manager’s Journal on Nursing","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Psychology; Reproductive health; Developmental psychology; Medicine; Environmental health","authors":[{"name":"Punjani Neelam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06485675331651851,"gpt":0.4514550541979495,"spread":0.386598300881431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001405382,0.0001479486,0.0002918222,0.0003234295,0.001400828,0.00002412013,0.0002214885,0.0001102065,0.00000969466],"category_scores_gemma":[0.0001517208,0.0001153453,0.00002653741,0.0005209229,0.00008421149,0.00007567948,0.00002853944,0.001575378,0.00001027738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209451,"about_ca_system_score_gemma":0.0004353305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008582982,"about_ca_topic_score_gemma":0.00008489256,"domain_scores_codex":[0.9974435,0.000613665,0.0009520475,0.0002833966,0.0001841489,0.0005232451],"domain_scores_gemma":[0.9984912,0.0004496109,0.0004447211,0.0002833729,0.0000892622,0.0002418494],"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":[0.0001430748,0.0003982805,0.006509319,0.0002218259,0.000008729768,8.155441e-7,0.002291032,0.00007275725,0.00001580386,0.1188515,0.005047534,0.8664393],"study_design_scores_gemma":[0.0005363575,0.0004336878,0.9640173,0.004816114,0.00002547734,0.00002601491,0.002601512,0.0004806823,0.00001308865,0.02441947,0.002485955,0.0001443855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7141161,0.005001246,0.006471134,0.2644674,0.000969569,0.006507244,0.00009242348,0.00005598453,0.002318981],"genre_scores_gemma":[0.9860572,0.001705305,0.0001600954,0.01166838,0.0001887796,0.0001552652,0.000009191191,0.00001276831,0.00004302537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.957508,"threshold_uncertainty_score":0.9998992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362207779","doi":"10.26634/jnur.12.2.18061","title":"Breast cancer diagnostic delays in pakistan: a looming epidemic threat","year":2022,"lang":"en","type":"article","venue":"i-manager’s Journal on Nursing","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Breast cancer; Medicine; Context (archaeology); Cancer; CINAHL; Population; Public health; Breast cancer awareness; Health care; Environmental health; Gynecology; Economic growth; Pathology; Psychological intervention; Geography; Internal medicine; Nursing","authors":[{"name":"Shoukat Mashal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05300288901046668,"gpt":0.3940927726933826,"spread":0.3410898836829159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009452874,0.0002420222,0.0004834876,0.0004426915,0.0005344066,0.00007731417,0.0002427268,0.00006189606,0.0007920619],"category_scores_gemma":[0.0001009477,0.000229645,0.0001911232,0.0006509552,0.00007335031,0.0002556458,0.00005755416,0.001404555,0.0000179698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002736304,"about_ca_system_score_gemma":0.0002261335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004264599,"about_ca_topic_score_gemma":0.00006690984,"domain_scores_codex":[0.9973811,0.000189518,0.0006014877,0.0003545969,0.0008063249,0.0006669587],"domain_scores_gemma":[0.9987475,0.000363027,0.0002637407,0.0002530779,0.00008172536,0.0002909637],"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":[0.003360731,0.0006131587,0.251031,0.00009802435,0.0002039749,0.01578535,0.003323082,0.04473016,0.0008391289,0.00160125,0.02512953,0.6532846],"study_design_scores_gemma":[0.01201393,0.002373772,0.8347632,0.02081479,0.001126212,0.06466332,0.01917996,0.01350661,0.000226484,0.01227704,0.0172924,0.00176233],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967436,0.008742824,0.0007508784,0.01466724,0.001512463,0.0003863871,0.00003021242,0.00006103799,0.006412944],"genre_scores_gemma":[0.9950234,0.0006313215,0.0003096763,0.003098904,0.0005941394,0.00003313441,0.000004903689,0.00004335289,0.0002611302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6515223,"threshold_uncertainty_score":0.9364652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}