{"id":"W7101105174","doi":"","title":"Background","year":2008,"lang":"en","type":"article","venue":"","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Complaint; Scale (ratio); Information system; Emergency department; Information technology","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":[0.003651302,0.0007092773,0.0004792073,0.001456779,0.002104827,0.00207888,0.002258024,0.001028889,0.09075297],"category_scores_gemma":[0.01317192,0.000196215,0.0004144094,0.002329834,0.001017077,0.001456117,0.002716815,0.001444252,0.01665285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005533892,"about_ca_system_score_gemma":0.01754901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1287042,"about_ca_topic_score_gemma":0.1815124,"domain_scores_codex":[0.9960976,0.0006616056,0.0002916404,0.0004357605,0.001915272,0.0005981363],"domain_scores_gemma":[0.9944274,0.0006366589,0.0006235903,0.000268522,0.002866771,0.001177047],"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":[0.0004762806,0.0004368717,0.08617534,0.001874966,0.00004106624,0.00093179,0.001965003,0.0002102992,0.0002851367,0.02283647,0.442641,0.4421258],"study_design_scores_gemma":[0.0001179447,0.0002936966,0.1061098,0.00570041,0.00006341563,0.002916241,0.005041953,0.0002878518,0.000363393,0.007587665,0.8714357,0.00008194753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09361304,0.04292706,0.01242539,0.0709191,0.007035615,0.005661918,0.04830176,0.0008590301,0.718257],"genre_scores_gemma":[0.5347204,0.06193874,0.02752717,0.0705208,0.003913168,0.00670543,0.03775834,0.000631394,0.2562846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.909247,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05429255049140312,"score_gpt":0.3101523420394947,"score_spread":0.2558597915480915,"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."}}