{"meta":{"query_hash":"6f5756ce1479","filters":{"venue":"Royal College of Surgeons in Ireland"},"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/6f5756ce1479","api":"https://metacan.xera.ac/api/v1/cohort?venue=Royal+College+of+Surgeons+in+Ireland"},"results":[{"id":"W6907750426","doi":"10.25419/rcsi.14866206","title":"‘He’s not lonely, he’s nearly been killed’ Teaching Disclosure of Medical Error through the Virtual Patient – an Exploratory Study","year":2022,"lang":"en","type":"dissertation","venue":"Royal College of Surgeons in Ireland","topic":"Simulation-Based Education in Healthcare","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":"Virtual patient; Exploratory research; Think aloud protocol; Instructional simulation; Virtual reality; Intervention (counseling); Inclusion (mineral); Qualitative research","score_opus":0.034363914469960066,"score_gpt":0.3567335411924891,"score_spread":0.32236962672252906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907750426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99693274,0.0001944156,0.0005567368,0.00050153426,0.000025146664,0.00020298958,0.000016080181,0.0000051963298,0.0015650847],"genre_scores_gemma":[0.99532145,0.0006098533,0.0016575634,0.00060746237,0.000028407478,0.00030324346,0.000020787833,0.000008858224,0.0014424836],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9919966,0.006063293,0.00022798961,0.00033121966,0.0006098718,0.0007710009],"domain_scores_gemma":[0.9898992,0.0067942343,0.0010914471,0.00039174795,0.0005921912,0.0012312392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00837999,0.00043611732,0.0006724387,0.0009915956,0.0041497005,0.0029280847,0.0014387231,0.0015940965,0.0029420839],"category_scores_gemma":[0.020086434,0.0006968042,0.0005339353,0.00047580758,0.0036734322,0.002618174,0.0038234685,0.0026147,0.000639796],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021902977,0.0032386836,0.019039957,0.0006306256,0.000025338994,0.003227442,0.93893754,0.00013134012,0.001939526,0.0012015476,0.0013484262,0.03006057],"study_design_scores_gemma":[0.00007261727,0.0040483507,0.017601361,0.0006365215,0.00003546655,0.00405891,0.95422673,0.0004076532,0.0014967525,0.00055181514,0.016794091,0.00006984047],"about_ca_topic_score_codex":0.001195191,"about_ca_topic_score_gemma":0.002446244,"teacher_disagreement_score":0.00837999,"about_ca_system_score_codex":0.0014531638,"about_ca_system_score_gemma":0.0027810493,"threshold_uncertainty_score":0.0443182},"labels":[],"label_agreement":null},{"id":"W6926808355","doi":"10.25419/rcsi.12721487","title":"The Prevalence of Frailty in Older Adults Referred to Primary Care Physiotherapy and the Influence of Frailty Screening on the Clinical Practice of Physiotherapists : A Mixed Methods Study","year":2020,"lang":"en","type":"dissertation","venue":"Royal College of Surgeons in Ireland","topic":"Microbial Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","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":"Primary care; Population; Observational study; Vulnerability (computing); Older people; Geriatrics; Health care; Qualitative research","score_opus":0.015659948771318388,"score_gpt":0.36780208177063395,"score_spread":0.35214213299931557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926808355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984061,0.0005524474,0.00018865694,0.00007801472,0.0000059677923,0.00029403777,0.00014813531,0.0000017982792,0.00032483603],"genre_scores_gemma":[0.9977139,0.00054085115,0.0005372641,0.00018979577,0.00001768849,0.0006892982,0.00013171254,0.0000017067705,0.00017770503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99285066,0.003867257,0.0011780635,0.0005208134,0.0010573838,0.00052586035],"domain_scores_gemma":[0.989851,0.0051072203,0.0029847482,0.0004609474,0.0010148592,0.0005811177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009865336,0.00035898533,0.00082048035,0.0023077861,0.0012305451,0.001880081,0.0009365835,0.00091113936,0.0016128132],"category_scores_gemma":[0.011229182,0.0008418218,0.0014570936,0.0022872493,0.0008553655,0.0014819285,0.0017121508,0.0005996796,0.00032489334],"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":[0.00028934545,0.000810607,0.9590859,0.00072867394,0.00028490307,0.00032837503,0.030911742,0.00003708015,0.00037631387,0.000074377494,0.00019257219,0.0068802442],"study_design_scores_gemma":[0.00008350267,0.0034923744,0.94272995,0.00059225503,0.0002093541,0.0007426839,0.05054529,0.00037942512,0.00024729865,0.00008590924,0.0008494158,0.000042556156],"about_ca_topic_score_codex":0.0077738576,"about_ca_topic_score_gemma":0.015047738,"teacher_disagreement_score":0.009865336,"about_ca_system_score_codex":0.0014152991,"about_ca_system_score_gemma":0.0010765136,"threshold_uncertainty_score":0.052173495},"labels":[],"label_agreement":null},{"id":"W6964004007","doi":"10.25419/rcsi.14915262","title":"Frailty in Hospitalised Older Adults and their Spouses: A Cross-Sectional Study","year":2021,"lang":"en","type":"dissertation","venue":"Royal College of Surgeons in Ireland","topic":"Frailty in Older Adults","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":"Spouse; Context (archaeology); Geriatrics; Depression (economics); Marital status; Geriatric Depression Scale; Cognition; Activities of daily living; Cognitive impairment","score_opus":0.012861424861857707,"score_gpt":0.28498637034130714,"score_spread":0.27212494547944943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964004007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990262,0.00021843157,0.00005458748,0.00004109844,0.000006548583,0.000046615467,0.00037463562,0.0000010286261,0.00023088977],"genre_scores_gemma":[0.99882036,0.00022345503,0.000106095955,0.00014960143,0.000009562815,0.00006953497,0.00044302136,0.0000010274651,0.0001772858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99949265,0.00015741207,0.00008387324,0.000098192875,0.00010167243,0.0000662484],"domain_scores_gemma":[0.9989605,0.00014815186,0.00039492242,0.00006814279,0.00018538826,0.00024288688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231383,0.00022421809,0.00040628752,0.00071278895,0.0007608146,0.00072056503,0.0003176599,0.00052743545,0.001483346],"category_scores_gemma":[0.0020137758,0.00044656816,0.00040870297,0.0010154137,0.00020829897,0.000845886,0.0006854939,0.0007099447,0.0004187817],"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":[0.00008145369,0.00017334447,0.9980307,0.000027307933,0.000060151728,0.00006846011,0.0006471223,0.000006604469,0.00009229833,0.0000095668165,0.00015545405,0.00064745103],"study_design_scores_gemma":[0.000017214123,0.00038661718,0.99707615,0.000035904493,0.000038051632,0.00023009058,0.0018216529,0.000044427932,0.000023109722,0.000011516801,0.00031036485,0.000004926645],"about_ca_topic_score_codex":0.012843866,"about_ca_topic_score_gemma":0.018587068,"teacher_disagreement_score":0.012843866,"about_ca_system_score_codex":0.00041928684,"about_ca_system_score_gemma":0.00034448173,"threshold_uncertainty_score":0.025538206},"labels":[],"label_agreement":null}]}