{"id":"W7017631134","doi":"","title":"Beaumont hospital: Positive developments: annual report 2006.","year":2015,"lang":"en","type":"report","venue":"Lenus, The Irish Health Repository (Dr Steevens Hospital Library)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Population; Referral; Attendance","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":[],"consensus_categories":[],"category_scores_codex":[0.001722005,0.001030733,0.0003209909,0.002276244,0.001196572,0.002980042,0.001217529,0.001702512,0.09617117],"category_scores_gemma":[0.004532842,0.0007982978,0.0004038223,0.002424512,0.0005494006,0.001582005,0.001970541,0.00244284,0.04966081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005298229,"about_ca_system_score_gemma":0.01914696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.12562,"about_ca_topic_score_gemma":0.2323042,"domain_scores_codex":[0.9974084,0.0001552856,0.0001115967,0.0001046773,0.001755735,0.0004642918],"domain_scores_gemma":[0.9951061,0.0001758659,0.0003561722,0.00009628943,0.002255915,0.00200979],"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":[0.000009305817,0.00001796078,0.0009056972,0.00003321896,0.000001146823,0.00004619188,0.00001886499,0.00002075004,0.00001193386,0.0001005307,0.9898509,0.008983525],"study_design_scores_gemma":[0.000008969821,0.00001746742,0.01783941,0.0002176275,0.000002374765,0.0001992519,0.0002136548,0.00002906499,0.00004345991,0.00005332575,0.9813638,0.00001160031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0104771,0.02910531,0.000481358,0.07944255,0.02160653,0.0007538579,0.09368446,0.001369906,0.7630789],"genre_scores_gemma":[0.01674539,0.01519321,0.001098443,0.007650911,0.002328809,0.0002599073,0.04020751,0.0004332224,0.9160826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.12562,"threshold_uncertainty_score":0.3217246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02379136241872662,"score_gpt":0.2950243602367275,"score_spread":0.2712329978180009,"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."}}