{"meta":{"query_hash":"82bf65b0f0cb","filters":{"venue":"Advanced medical journal"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/82bf65b0f0cb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advanced+medical+journal"},"results":[{"id":"W4327649256","doi":"10.56056/amj.2018.32","title":"Iatrogenic Bile Duct Injury Following Cholecystectomy, Surgical Management and Outcome: A Single Center Experience","year":2018,"lang":"en","type":"article","venue":"Advanced medical journal","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fibics (Canada)","funders":"","keywords":"Medicine; Cholecystectomy; Bile duct; Surgery; Single Center; Open cholecystectomy; Mortality rate; Complication; Iatrogenic injury; General surgery; Common bile duct","score_opus":0.014327239589886666,"score_gpt":0.32324264128963476,"score_spread":0.30891540169974807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327649256","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":[0.9919463,0.0013010377,0.0004735285,0.0017235883,0.00097215566,0.00024787497,0.0000014773537,0.00005789925,0.003276176],"genre_scores_gemma":[0.9954932,0.00038548475,0.0017018825,0.0014231497,0.00057217997,0.000016004064,0.0000037220243,0.000025785239,0.00037863955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976209,0.000054198266,0.00050547556,0.0003395556,0.00094740913,0.0005324839],"domain_scores_gemma":[0.9988055,0.00003928374,0.0000922164,0.0002258292,0.00007567239,0.0007614606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033762827,0.0002052311,0.0003650814,0.0001403608,0.0002046402,0.000042267984,0.0001767379,0.00011045604,0.0007688845],"category_scores_gemma":[0.00019549133,0.00014958251,0.00028548331,0.0002353451,0.0002912255,0.00019237955,0.00013055319,0.0004871398,0.000034375757],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029766362,0.0027156584,0.43696347,0.00033223192,0.0013866856,0.014566102,0.0032251363,0.0000011061438,0.007993749,0.00023089838,0.0053930986,0.5242152],"study_design_scores_gemma":[0.11322011,0.010673816,0.090155706,0.0039584767,0.0015463814,0.08177269,0.013802881,0.00027267795,0.010777021,0.0019091599,0.6692039,0.0027071843],"about_ca_topic_score_codex":0.0000020320977,"about_ca_topic_score_gemma":0.000002962548,"teacher_disagreement_score":0.6638108,"about_ca_system_score_codex":0.000075202835,"about_ca_system_score_gemma":0.00006315443,"threshold_uncertainty_score":0.8418746},"labels":[],"label_agreement":null},{"id":"W4377194908","doi":"10.56056/amj.2023.203","title":"The Use of Acellular Dermal Matrix for the Closure of Skin Defects","year":2023,"lang":"en","type":"article","venue":"Advanced medical journal","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":1,"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; Skin grafting; Surgery; Hematoma; Wound healing; Acellular Dermis; Prospective cohort study; Wound closure; Artificial skin; Dermatology; Implant","score_opus":0.046397864361828266,"score_gpt":0.36400802990756687,"score_spread":0.3176101655457386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377194908","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":[0.9831023,0.003776013,0.0034507024,0.008572471,0.000613835,0.00041295457,0.000011295328,0.000023857372,0.000036573485],"genre_scores_gemma":[0.99281055,0.0038381913,0.0018414224,0.00022450848,0.00031147432,0.000017051516,0.0000080976615,0.000019280722,0.0009294376],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986406,0.00004953006,0.00035819568,0.00008200938,0.0006125506,0.00025711386],"domain_scores_gemma":[0.9975359,0.0017635789,0.00016809137,0.00018734965,0.00015282304,0.00019228675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062803854,0.00008287707,0.00021965649,0.00004220146,0.00022775479,0.000008997622,0.00012150067,0.00007770776,0.00002465162],"category_scores_gemma":[0.0015097401,0.00003770225,0.00019079764,0.00014346442,0.00015960529,0.000039517883,0.00002620172,0.0003062449,0.0000059353188],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006207442,0.0011934594,0.07914605,0.0010282776,0.003149258,0.0015843271,0.0023857474,0.0034959966,0.012771872,0.004257568,0.03652137,0.8482586],"study_design_scores_gemma":[0.034105718,0.0042093047,0.13632943,0.0032102102,0.002361388,0.0036920167,0.0021050915,0.00919018,0.04120691,0.0076097143,0.7555415,0.00043855168],"about_ca_topic_score_codex":0.0000066407824,"about_ca_topic_score_gemma":0.000008890405,"teacher_disagreement_score":0.8478201,"about_ca_system_score_codex":0.000024374287,"about_ca_system_score_gemma":0.00024062267,"threshold_uncertainty_score":0.18074091},"labels":[],"label_agreement":null},{"id":"W4414259996","doi":"10.56056/amj.2025.361","title":"The Effect of Autologous Fat Grafting on Scar Quality and Appearance","year":2025,"lang":"en","type":"article","venue":"Advanced medical journal","topic":"Dermatologic Treatments and Research","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":"Scars; Vascularity; Skin grafting; Plastic surgery; Adipose tissue; Scar tissue; Abdomen","score_opus":0.01475893293817264,"score_gpt":0.4058974141125837,"score_spread":0.391138481174411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414259996","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":[0.97752607,0.00595572,0.00035110288,0.012079548,0.00027029772,0.00020496594,6.82996e-7,0.000017238457,0.0035943736],"genre_scores_gemma":[0.99720925,0.0018230024,0.00013641236,0.00040789414,0.000048377202,0.0000067042793,4.6193816e-7,0.000004111184,0.0003637722],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99852836,0.00023393672,0.0003141222,0.00012442145,0.0005537951,0.00024535903],"domain_scores_gemma":[0.998625,0.0008857759,0.00009051962,0.00014416434,0.00005568203,0.0001988701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001010322,0.00009142925,0.00031870505,0.00005108996,0.00025285658,0.000013098369,0.00010625853,0.00008212657,0.000012800305],"category_scores_gemma":[0.0025068729,0.000039811708,0.00007684405,0.00011888444,0.0003501236,0.000025207743,0.00004559036,0.000569527,0.0000029118141],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011530415,0.00006652323,0.038844056,0.00014958669,0.00016353474,0.000371171,0.000029696848,0.000006299187,0.00073732913,0.0007632452,0.0003311193,0.9573844],"study_design_scores_gemma":[0.036823116,0.0071532177,0.8656899,0.008205371,0.00034153493,0.0054543954,0.00056900195,0.0008877114,0.032999102,0.0056458665,0.0358656,0.0003651969],"about_ca_topic_score_codex":0.000003007747,"about_ca_topic_score_gemma":0.000001197998,"teacher_disagreement_score":0.9570192,"about_ca_system_score_codex":0.000033435423,"about_ca_system_score_gemma":0.00008340144,"threshold_uncertainty_score":0.30011418},"labels":[],"label_agreement":null}]}