{"id":"W6927670062","doi":"10.34961/researchrepository-ul.25729707","title":"An Orpen attributed: Sir William Orpen and the Dalhousie Hospital in France","year":2024,"lang":"en","type":"article","venue":"University of Limerick Institutional Repository (University of Limerick)","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); MEDLINE; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002553042,0.001065088,0.0009172104,0.002513973,0.004616605,0.007301078,0.001458535,0.005007316,0.3784492],"category_scores_gemma":[0.01487608,0.0005814171,0.0006677976,0.00175223,0.002404912,0.00201225,0.004811143,0.00414193,0.1036205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007360012,"about_ca_system_score_gemma":0.01804862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05180223,"about_ca_topic_score_gemma":0.07964735,"domain_scores_codex":[0.9959507,0.0006427381,0.0002610905,0.0005571583,0.001581221,0.001007084],"domain_scores_gemma":[0.9923447,0.0007583479,0.000497071,0.0006482091,0.002744008,0.003007704],"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":[0.00005075752,0.0000161042,0.0008151649,0.00007266271,0.000009906628,0.000317083,0.00008239168,0.00003995182,0.00007059132,0.003141299,0.9675285,0.02785559],"study_design_scores_gemma":[0.000008512196,0.000009316654,0.001420427,0.0001646304,0.000002991241,0.0001926261,0.0001608806,0.00001581668,0.00007345874,0.0002897394,0.9976518,0.00000997652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004755188,0.03121855,0.0004667334,0.3073463,0.09737284,0.0002041198,0.001920023,0.0005039406,0.5562123],"genre_scores_gemma":[0.009567621,0.007135934,0.0002474366,0.009363366,0.00446953,0.00003449721,0.0003338396,0.0001323401,0.9687154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3784492,"threshold_uncertainty_score":0.8865668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007089691912029729,"score_gpt":0.2080112906046436,"score_spread":0.2009215986926139,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}