{"meta":{"query_hash":"cbf0c723a6a5","filters":{"venue":"Journal of the Nuffield Department of Surgical Sciences"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/cbf0c723a6a5","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+the+Nuffield+Department+of+Surgical+Sciences"},"results":[{"id":"W3216909465","doi":"10.37707/jnds.v2i4.207","title":"Evidence-based Medical Leadership Development: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Journal of the Nuffield Department of Surgical Sciences","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"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":"Checklist; Critical appraisal; Leadership development; Health care; Medical education; Psychology; Quality (philosophy); Medicine; Nursing; Political science; Public relations; Alternative medicine","score_opus":0.6785053848559431,"score_gpt":0.5728346923567705,"score_spread":0.1056706924991726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216909465","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008673422,0.9963134,0.00033938204,0.00060560065,0.0002086629,0.0010129351,0.0003201703,0.000016035438,0.00031639377],"genre_scores_gemma":[0.016085282,0.9789444,0.0017762155,0.0007748286,0.000119374454,0.0018208186,0.00034453662,0.00001034595,0.00012413134],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9725829,0.01072446,0.008966548,0.0014857578,0.005611634,0.0006286821],"domain_scores_gemma":[0.92164934,0.053197905,0.014598666,0.0015896818,0.007992344,0.00097209326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021779586,0.002080613,0.009180962,0.017521933,0.0011355814,0.0041776095,0.0032512578,0.0027362797,0.006121777],"category_scores_gemma":[0.10667044,0.0018661692,0.009032781,0.016584923,0.0013963318,0.004741292,0.003272914,0.002313948,0.00060299144],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099487916,0.00001927352,0.00039266553,0.96209043,0.003913742,0.00006510684,0.00019553628,0.000072138086,0.00007830963,0.00020999357,0.0014268584,0.031436462],"study_design_scores_gemma":[0.00015092656,0.00009086792,0.0013317817,0.9727588,0.016498271,0.00012866965,0.00021134982,0.000054080814,0.00007846501,0.00021068913,0.008462963,0.000023182247],"about_ca_topic_score_codex":0.0070329625,"about_ca_topic_score_gemma":0.02154065,"teacher_disagreement_score":0.021779586,"about_ca_system_score_codex":0.0065581207,"about_ca_system_score_gemma":0.026037022,"threshold_uncertainty_score":0.11518282},"labels":[],"label_agreement":null}]}