{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"ffe57340b57f","filters":{"venue":"JMMC"}},"results":[{"id":"W4403178171","doi":"10.62118/jmmc.v15i1.451","title":"The rise of internet derived information obstruction treatment (IDIOT) syn-drome in Pakistan.","year":2024,"lang":"en","type":"article","venue":"JMMC","topic":"Currency Recognition and Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Idiot; The Internet; Business; Computer science; Art; World Wide Web; Literature","authors":[{"name":"Munawar Hussain Soomro","is_ca":true},{"name":"Salma Memon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01495331593923066,"gpt":0.2763306396431218,"spread":0.2613773237038911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001798581,0.000161244,0.0001841984,0.0008919784,0.001213834,0.0006034594,0.0001809592,0.0006330542,0.004824504],"category_scores_gemma":[0.001053347,0.0001354599,0.0001033283,0.001046737,0.0006921343,0.0006158838,0.0004649134,0.0008753334,0.000304069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008803839,"about_ca_system_score_gemma":0.001095435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198634,"about_ca_topic_score_gemma":0.01258908,"domain_scores_codex":[0.9996841,0.00004372004,0.00004018816,0.00006363085,0.00009703083,0.00007142661],"domain_scores_gemma":[0.9991022,0.0001983729,0.0003837507,0.00002383427,0.00009227027,0.0001995881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002157685,0.0001517514,0.7036293,0.0002976129,0.00003679284,0.2328507,0.00321463,0.0001258409,0.004325213,0.00350129,0.007366183,0.04428487],"study_design_scores_gemma":[0.00002916651,0.0002820911,0.5766952,0.0002626111,0.00005217992,0.397074,0.00756984,0.0005818573,0.001243567,0.00148848,0.01468002,0.00004094797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826912,0.00276656,0.0004650542,0.004654944,0.0001366705,0.00003199236,0.0005030647,0.00002164817,0.008728823],"genre_scores_gemma":[0.9970345,0.001177767,0.000161451,0.0005212926,0.00004771171,0.000004010598,0.00009967329,0.000003058347,0.0009504822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198634,"threshold_uncertainty_score":0.02383316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416194223","doi":"10.62118/jmmc.v16i1.604","title":"When the Air Becomes Poisonous: Air Pollution and Pakistan’s Public Health Fight against a Silent Killer","year":2025,"lang":"","type":"article","venue":"JMMC","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Air pollution; Public health; Life expectancy; Enforcement; Pollution; Public health policy","authors":[{"name":"Munawar Hussain Soomro","is_ca":true},{"name":"Salma Memon","is_ca":true},{"name":"M. H. Soomro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04009737443197062,"gpt":0.3247250658060283,"spread":0.2846276913740576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002114815,0.0003933352,0.0004056297,0.0007789265,0.004793811,0.004937132,0.0004827552,0.004781288,0.007631961],"category_scores_gemma":[0.003882274,0.0002053342,0.0003032329,0.0007989419,0.003704088,0.004717697,0.003462425,0.007041283,0.001102064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002819989,"about_ca_system_score_gemma":0.01029344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03143517,"about_ca_topic_score_gemma":0.0420804,"domain_scores_codex":[0.9989022,0.0003104793,0.00004738455,0.00008307434,0.0002601391,0.000396676],"domain_scores_gemma":[0.9973485,0.0005275102,0.0003165002,0.00007830696,0.0006155408,0.001113674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002910741,0.0002840365,0.0209406,0.0007923517,0.00008872848,0.002612825,0.009679596,0.0002310412,0.001538864,0.03685627,0.6981117,0.228573],"study_design_scores_gemma":[0.00008173436,0.0003879373,0.03039968,0.001695069,0.00005626823,0.001544839,0.04072646,0.000228997,0.0006331981,0.03073047,0.8934011,0.0001142557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0155223,0.03113379,0.0002259607,0.9299818,0.007275359,0.00001265335,0.0001928119,0.00003133336,0.01562394],"genre_scores_gemma":[0.4699279,0.1324819,0.0008735657,0.3643797,0.01866026,0.00003632914,0.0003541078,0.00003770133,0.0132485],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03143517,"threshold_uncertainty_score":0.06250435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410350442","doi":"10.62118/jmmc.v15i2.492","title":"Leptospirosis an emerging infectious disease and preventive measures in Pakistan.","year":2025,"lang":"en","type":"article","venue":"JMMC","topic":"Leptospirosis research and findings","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Leptospirosis; Infectious disease (medical specialty); Emerging infectious disease; Environmental health; Virology; Medicine; Disease; Outbreak; Internal medicine","authors":[{"name":"Munawar Hussain Soomro","is_ca":true},{"name":"Salma Memon","is_ca":true},{"name":"M. H. Soomro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0115889661564344,"gpt":0.3158770167027438,"spread":0.3042880505463094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003886695,0.0002260984,0.0001335534,0.0003536988,0.0007718774,0.0006935413,0.0001462944,0.0004319513,0.006462262],"category_scores_gemma":[0.0006193184,0.00009700231,0.00009446387,0.0004340093,0.0003771181,0.0004202721,0.000351828,0.0005530274,0.0006584203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000879326,"about_ca_system_score_gemma":0.003170116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02093432,"about_ca_topic_score_gemma":0.02035734,"domain_scores_codex":[0.9997709,0.00005092222,0.00002331987,0.0000274578,0.00005959073,0.00006768685],"domain_scores_gemma":[0.9996495,0.00003777113,0.0001072577,0.00001027036,0.00008549695,0.0001097848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002475669,0.0008259403,0.5981433,0.00159613,0.00005842543,0.009812405,0.002829084,0.0002306691,0.006975781,0.005854814,0.03841159,0.3350143],"study_design_scores_gemma":[0.0000652626,0.0008225981,0.8689189,0.001185048,0.00005476346,0.01477072,0.009944903,0.0003605747,0.001131005,0.002574069,0.1001438,0.00002828622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8046991,0.05234528,0.001697239,0.04585155,0.001387188,0.0003242915,0.002029175,0.0001103137,0.09155586],"genre_scores_gemma":[0.9713777,0.01801915,0.0006058321,0.001819041,0.0003015072,0.00002760422,0.000423076,0.000002469422,0.00742367],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02093432,"threshold_uncertainty_score":0.0416249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119641743","doi":"10.62118/jmmc.v7i1.8","title":"Attitude of overseas Pakistani students towards modular examination.","year":2019,"lang":"en","type":"article","venue":"JMMC","topic":"Innovations in Medical Education","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":"Modular design; Mathematics education; Psychology; Computer science; Programming language","authors":[{"name":"Mukkaram Ali Syed","is_ca":false},{"name":"Mehreen Fatima","is_ca":false},{"name":"Sahar Sharif","is_ca":false},{"name":"Lubna Ali","is_ca":false},{"name":"Fauzia Imtiaz","is_ca":false},{"name":"Ahmed Moiz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01201974331025076,"gpt":0.35280079310726,"spread":0.3407810497970093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005234897,0.0002114033,0.0001774826,0.0003898415,0.0007503518,0.0008541865,0.0001622756,0.000573907,0.005100801],"category_scores_gemma":[0.001941362,0.0001838592,0.0002594965,0.0003875304,0.0005697067,0.0005333961,0.0004620315,0.0006674401,0.0006713328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003298674,"about_ca_system_score_gemma":0.0005288147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004514217,"about_ca_topic_score_gemma":0.004809237,"domain_scores_codex":[0.9996791,0.0000517743,0.00002452046,0.00003168759,0.0001264077,0.00008645297],"domain_scores_gemma":[0.9983202,0.0002109678,0.0006670892,0.00004157666,0.0002400287,0.0005202222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007023717,0.0002872069,0.9770793,0.00007502006,0.00001183585,0.0006332677,0.008592665,0.00004821785,0.0009547743,0.00007026237,0.0006981209,0.01147904],"study_design_scores_gemma":[0.00000740827,0.00108171,0.9695017,0.00007707142,0.0000175969,0.001233813,0.02501439,0.0001448946,0.0003102505,0.00005620561,0.002536708,0.00001820705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985109,0.0001094554,0.00002200951,0.0002575305,0.00001120099,0.000009381942,0.00003109266,0.000001584964,0.001046831],"genre_scores_gemma":[0.998463,0.0001758279,0.00003372909,0.0002290575,0.000008694379,0.000004941366,0.00002469705,5.471077e-7,0.001059426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005100801,"threshold_uncertainty_score":0.01706386,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399273472","doi":"10.62118/jmmc.v1i1.405","title":"IF IT STAINS BLACK IT IS NOT HENNA ! A RARE CASE OF ALLERGIC CONTACT DERMATITIS TO PURE HENNA (Lawsonia inermis, alba ).","year":2010,"lang":"en","type":"article","venue":"JMMC","topic":"Veterinary medicine and infectious diseases","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. John’s Health Sciences Centre","funders":"","keywords":"Lawsonia inermis; Allergic contact dermatitis; Dermatology; Traditional medicine; Medicine; Allergy; Immunology","authors":[{"name":"Syed M. Pirzada","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03680652306517174,"gpt":0.3291355145195208,"spread":0.2923289914543491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001202095,0.0007314337,0.0002942555,0.000897006,0.001451627,0.0008896663,0.00040834,0.001517822,0.002542095],"category_scores_gemma":[0.0009539142,0.0004340399,0.0003217232,0.0007825166,0.001313455,0.0005870375,0.0004725138,0.0007202812,0.0005660087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368148,"about_ca_system_score_gemma":0.0007724587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05433844,"about_ca_topic_score_gemma":0.06772806,"domain_scores_codex":[0.9997335,0.00002135354,0.00002011393,0.00004287278,0.00007385933,0.0001082025],"domain_scores_gemma":[0.9996345,0.00009289641,0.0001111542,0.00003583754,0.00003870693,0.00008680709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005855317,0.00004475623,0.02578112,0.00007333078,0.00001482414,0.9633949,0.0005963266,0.00003248539,0.005868461,0.0001401599,0.000490479,0.003504542],"study_design_scores_gemma":[0.000006270828,0.00005924016,0.01615237,0.00001414779,0.00001592147,0.9807357,0.000462542,0.00008568024,0.001043765,0.00005097294,0.001367422,0.000005929111],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772668,0.002703938,0.0007270582,0.0008154439,0.00006278446,0.00007352129,0.00008652588,0.00007726223,0.01818661],"genre_scores_gemma":[0.9966486,0.0006173179,0.0003500332,0.000339291,0.00003924459,0.000005530262,0.00003119357,0.000008454239,0.001960361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05433844,"threshold_uncertainty_score":0.1080443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}