{"id":"W7073530215","doi":"","title":"A review of bed utilisation in the West of Ireland","year":2015,"lang":"en","type":"article","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Quarter (Canadian coin); Elective surgery; Stratified sampling; Sample (material); Health care; Acute care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005031566,0.0001599618,0.0004839579,0.00006954181,0.00007902352,0.00001082053,0.0002312401,0.00004755029,0.0000113116],"category_scores_gemma":[0.0003739365,0.00009568455,0.0001174199,0.0004066486,0.0002177573,0.0001936983,0.00007125999,0.000222193,0.000006853782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005108424,"about_ca_system_score_gemma":0.0007553952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001946251,"about_ca_topic_score_gemma":0.000003392892,"domain_scores_codex":[0.9978196,0.0003628191,0.0008101895,0.000214084,0.000566661,0.0002266324],"domain_scores_gemma":[0.9983851,0.0003260049,0.0005174961,0.0004889615,0.0001484671,0.0001339678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000575454,0.001505621,0.2659346,0.01934978,0.0002114614,0.0001197809,0.009977532,0.00001902703,0.0000330417,0.001344847,0.698961,0.00196787],"study_design_scores_gemma":[0.001661142,0.002153402,0.9553036,0.01106528,0.0001637172,0.00006610713,0.002999169,0.00004020883,0.0001278203,0.0003688912,0.02587522,0.0001754448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7577532,0.140354,0.00001321389,0.07997797,0.0007682231,0.00282852,0.00007817144,0.00006248564,0.01816422],"genre_scores_gemma":[0.9913034,0.004237508,0.0002708793,0.003256715,0.0001784758,0.00007326293,0.00004804955,0.00002585047,0.0006058362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.689369,"threshold_uncertainty_score":0.3901903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041223248346415,"score_gpt":0.2986967049957102,"score_spread":0.268284472512246,"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."}}