{"id":"W4230627758","doi":"10.12927/hcq..18814","title":"Quarterly Change","year":2007,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Medicine; Nursing","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":[0.003382547,0.0006273178,0.0004388972,0.001843691,0.003705703,0.00894062,0.00152486,0.002484886,0.2767068],"category_scores_gemma":[0.01134346,0.0003009421,0.0006186102,0.002812612,0.001780554,0.005177374,0.004443601,0.003103629,0.1096332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00757314,"about_ca_system_score_gemma":0.01150621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02900986,"about_ca_topic_score_gemma":0.03500232,"domain_scores_codex":[0.9957086,0.0008250726,0.0002287038,0.0007715978,0.001735252,0.0007307807],"domain_scores_gemma":[0.9942642,0.0004358849,0.0002235769,0.0009092691,0.003010072,0.001157071],"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":[0.00002450552,0.00004733072,0.001396743,0.0001389776,0.000007578695,0.00005640343,0.0008070596,0.00004534615,0.0001434043,0.05907408,0.8225143,0.1157442],"study_design_scores_gemma":[0.000001992609,0.000005059871,0.0008054881,0.00004227602,9.459896e-7,0.0000136357,0.0002798671,0.00001238883,0.00002346131,0.001344917,0.9974669,0.000003007788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002849781,0.003805924,0.001444442,0.06369913,0.01515499,0.0001991898,0.003895761,0.0005357752,0.9084151],"genre_scores_gemma":[0.03501416,0.004359892,0.00222889,0.01525261,0.002662597,0.0002406516,0.004071749,0.0004307179,0.9357387],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7232932,"threshold_uncertainty_score":0.9256763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615599466365909,"score_gpt":0.352502755122395,"score_spread":0.3063467604587359,"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."}}