{"meta":{"query_hash":"4af559b10687","filters":{"venue":"Dermatology Times E-News"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/4af559b10687","api":"https://metacan.xera.ac/api/v1/cohort?venue=Dermatology+Times+E-News"},"results":[{"id":"W1555445015","doi":"","title":"Cosmetic surgery market predicted to double by 2017","year":2010,"lang":"en","type":"article","venue":"Dermatology Times E-News","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Surgery; Medicine; Business","score_opus":0.01858319360503291,"score_gpt":0.2945260695905909,"score_spread":0.275942875985558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555445015","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3982984,0.0015748648,0.0004700291,0.027794905,0.0066006524,0.00090081565,0.00021755678,0.0006188993,0.5635239],"genre_scores_gemma":[0.9266605,0.00008677371,0.0007982684,0.008753542,0.00033330312,0.00045499898,0.00016767436,0.000088118286,0.06265683],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773407,0.00017029837,0.0005200931,0.0006094991,0.0001678123,0.0007982552],"domain_scores_gemma":[0.9980106,0.000571112,0.00015472718,0.00089909835,0.00010694619,0.00025752932],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001927679,0.00033294893,0.00068475265,0.0002546606,0.00022095106,0.00004573241,0.0003896462,0.00038789838,0.010876476],"category_scores_gemma":[0.00014433159,0.00030980262,0.00015694962,0.0002904456,0.000305466,0.00011923667,0.00017223826,0.00047942493,0.0053703007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020497807,0.00014753002,0.07366804,0.000013316983,0.00017434728,0.00027916752,0.00034154716,5.0959226e-8,0.0006055515,0.00048695825,0.92269486,0.0013836803],"study_design_scores_gemma":[0.0012933126,0.00004004255,0.028763048,0.0000111639165,0.00009313577,0.0014790221,0.00026366304,0.000015022615,0.0011312108,0.0002946546,0.9661477,0.0004679803],"about_ca_topic_score_codex":0.00036113826,"about_ca_topic_score_gemma":0.0002514456,"teacher_disagreement_score":0.5283621,"about_ca_system_score_codex":0.000011506833,"about_ca_system_score_gemma":0.000058048525,"threshold_uncertainty_score":0.9999354},"labels":[],"label_agreement":null},{"id":"W1678705386","doi":"","title":"Mylan buys generic derm drugs from Valeant","year":2012,"lang":"en","type":"article","venue":"Dermatology Times E-News","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Business","score_opus":0.0205158400867495,"score_gpt":0.2798964264939771,"score_spread":0.2593805864072276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1678705386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88211626,0.009335407,0.002666553,0.07032145,0.0017635336,0.00047947804,0.000026802882,0.00027843926,0.03301209],"genre_scores_gemma":[0.98869884,0.00025572098,0.0022917117,0.006482675,0.0005877619,0.000013700096,0.00026885388,0.00002823264,0.0013725165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864036,0.00009542317,0.00033474082,0.00023443131,0.00025886457,0.00043616773],"domain_scores_gemma":[0.99904513,0.00011334619,0.00010224725,0.00034388292,0.00004995051,0.00034544145],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000101379854,0.00017537356,0.0003949049,0.000107254236,0.00009110117,0.000009423001,0.000102651495,0.0004931411,0.0012136291],"category_scores_gemma":[0.000031882344,0.00013114775,0.000115410156,0.00015970267,0.00042727203,0.000075197764,0.00006629891,0.00033360682,0.0009035554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003527947,0.0016498952,0.286548,0.0004915966,0.001142837,0.00043902517,0.014003637,0.0000056540025,0.01872212,0.020291505,0.4129335,0.24341945],"study_design_scores_gemma":[0.0040323045,0.000103223334,0.15675363,0.000120969264,0.0005566787,0.0022187962,0.0013330254,0.0036996233,0.017421374,0.0055851415,0.8074671,0.00070812984],"about_ca_topic_score_codex":0.00025099402,"about_ca_topic_score_gemma":0.000016562404,"teacher_disagreement_score":0.39453363,"about_ca_system_score_codex":0.00003222914,"about_ca_system_score_gemma":0.00008684734,"threshold_uncertainty_score":0.99987435},"labels":[],"label_agreement":null},{"id":"W1742388761","doi":"","title":"Gel/antibiotic combo rivals ISO in treating severe acne","year":2015,"lang":"en","type":"article","venue":"Dermatology Times E-News","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acne; Antibiotics; Medicine; Dermatology; Microbiology; Biology","score_opus":0.023058288024001904,"score_gpt":0.2932213427558382,"score_spread":0.2701630547318363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1742388761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92361885,0.0013817609,0.000040145365,0.004762571,0.00018766313,0.00044027332,0.0000060101443,0.00010268605,0.06946006],"genre_scores_gemma":[0.99202585,0.00009136428,0.0010027016,0.001715233,0.00007458001,0.000010131331,0.000083432555,0.00002836367,0.0049683307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867225,0.00012155201,0.00033069603,0.0003048546,0.00014093409,0.00042970898],"domain_scores_gemma":[0.99921465,0.0001053324,0.000093679046,0.0003201189,0.000044904245,0.00022128668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008911217,0.0002343809,0.00066582137,0.0001568748,0.00006907106,0.000015404083,0.00008874888,0.00023922088,0.00013771447],"category_scores_gemma":[0.000101355734,0.00017008098,0.00009405004,0.00019515445,0.00008438252,0.00009905584,0.000064097156,0.0001986745,0.00073335797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001919153,0.00053094997,0.8874361,0.00013582502,0.00019367173,0.0025172029,0.0011847971,0.000015970341,0.00029155094,0.00030046058,0.09948167,0.00771991],"study_design_scores_gemma":[0.115715824,0.005219832,0.38434094,0.0029299688,0.0030137042,0.06508699,0.0141200125,0.013872153,0.039788283,0.0039938632,0.34766847,0.0042499728],"about_ca_topic_score_codex":0.0003637505,"about_ca_topic_score_gemma":0.00008341475,"teacher_disagreement_score":0.50309515,"about_ca_system_score_codex":0.00006683253,"about_ca_system_score_gemma":0.00011691084,"threshold_uncertainty_score":0.94260776},"labels":[],"label_agreement":null},{"id":"W1786762115","doi":"","title":"Device detects melanoma with light","year":2011,"lang":"en","type":"article","venue":"Dermatology Times E-News","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Melanoma; Computer science; Medicine; Cancer research","score_opus":0.01669762711100787,"score_gpt":0.22991497955091106,"score_spread":0.2132173524399032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1786762115","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44489807,0.00039324048,0.0008881597,0.0035476189,0.0003642979,0.0007532382,0.000001779889,0.00047463228,0.54867893],"genre_scores_gemma":[0.9835316,0.00003225751,0.0028247165,0.003486287,0.000056099685,0.000051832852,0.000007719629,0.000037602433,0.009971891],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888384,0.00005337574,0.00024963944,0.0003226258,0.0001480921,0.0003424263],"domain_scores_gemma":[0.9992063,0.0000268891,0.00009583417,0.00042842934,0.000061792154,0.00018075532],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000034962097,0.00020971886,0.00037025363,0.00019362598,0.00008643047,0.0000111436375,0.00011398174,0.000116746516,0.001841122],"category_scores_gemma":[0.000021069003,0.00015975478,0.00007418183,0.00019174514,0.00007200242,0.0000574192,0.000055726374,0.00017922027,0.0020165164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008744276,0.002967841,0.32533354,0.0016192235,0.0045175315,0.09318596,0.010509228,0.000004523249,0.016514638,0.01851692,0.41382042,0.1042659],"study_design_scores_gemma":[0.0036406463,0.0009278639,0.008074057,0.000090989604,0.000545253,0.06603385,0.0010512695,0.00015852596,0.093264155,0.00026434098,0.8253816,0.000567468],"about_ca_topic_score_codex":0.00011302818,"about_ca_topic_score_gemma":0.00032823588,"teacher_disagreement_score":0.5387071,"about_ca_system_score_codex":0.00003320673,"about_ca_system_score_gemma":0.000049655668,"threshold_uncertainty_score":0.99907136},"labels":[],"label_agreement":null},{"id":"W2215137433","doi":"","title":"Discoverers who advanced dermatology","year":2015,"lang":"en","type":"article","venue":"Dermatology Times E-News","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dermatology; Medicine; Art history; Art; Library science; Computer science","score_opus":0.0221842796123452,"score_gpt":0.28766510668393547,"score_spread":0.26548082707159026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215137433","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23334585,0.015235027,0.0011879646,0.06352732,0.0023301446,0.0010923237,0.000016067464,0.00064049166,0.6826248],"genre_scores_gemma":[0.8368261,0.0011931157,0.0042864927,0.13882977,0.000408124,0.00027771157,0.00027643034,0.00017572488,0.017726539],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970966,0.00022234947,0.00079316885,0.0006626971,0.0003594892,0.000865703],"domain_scores_gemma":[0.9978097,0.00020298205,0.0002513325,0.00085332786,0.00022884923,0.0006538022],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009239736,0.00047037,0.0015458828,0.00037557687,0.00017924694,0.000009062939,0.00026585752,0.0004642911,0.00015447025],"category_scores_gemma":[0.00038794358,0.00040098227,0.00021402207,0.00032237303,0.0008786029,0.00020577571,0.00017983063,0.0005556714,0.0017096844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042016833,0.00016176315,0.05990831,0.00013791356,0.0002755025,0.004049428,0.00083917246,0.0000036687939,0.00010606761,0.0024997527,0.9301323,0.0014659025],"study_design_scores_gemma":[0.0076588527,0.00023389407,0.0014104792,0.00009101804,0.00034728376,0.0267006,0.003638054,0.00023232838,0.0014259922,0.0006846717,0.9570707,0.0005061134],"about_ca_topic_score_codex":0.00004153523,"about_ca_topic_score_gemma":0.000042229105,"teacher_disagreement_score":0.6648983,"about_ca_system_score_codex":0.00014655058,"about_ca_system_score_gemma":0.00048285484,"threshold_uncertainty_score":0.9998442},"labels":[],"label_agreement":null}]}