{"id":"W2119595179","doi":"10.1017/s1049023x11006212","title":"Hospital Emergency Readiness Overview Study","year":2011,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; McMaster University","funders":"","keywords":"Medical emergency; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001799038,0.0003432059,0.0004955943,0.001863754,0.002001511,0.001129165,0.0009063062,0.0004497737,0.004163855],"category_scores_gemma":[0.003624588,0.0004060651,0.0005524576,0.003120925,0.000327578,0.0008518225,0.001828533,0.001432249,0.001005257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01137943,"about_ca_system_score_gemma":0.0215006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7580656,"about_ca_topic_score_gemma":0.8752746,"domain_scores_codex":[0.9983719,0.0001378582,0.0001585398,0.0001175602,0.0005474665,0.000666704],"domain_scores_gemma":[0.9973543,0.00009697815,0.00044013,0.00009270076,0.001221366,0.0007945505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007888983,0.000714201,0.8749953,0.0005203803,0.0001687901,0.0003809415,0.004025394,0.0002352417,0.0004225012,0.0009382101,0.0788817,0.03792844],"study_design_scores_gemma":[0.0001028867,0.0002503983,0.959651,0.0001682857,0.00004090299,0.00009566472,0.003895388,0.0000627305,0.0001003431,0.00005457344,0.03554429,0.0000334758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8179031,0.002157872,0.0007668685,0.004793109,0.0002336272,0.009279955,0.1172965,0.00009966792,0.04746922],"genre_scores_gemma":[0.8951014,0.002548485,0.002369417,0.004566168,0.0001129223,0.008090291,0.07003928,0.00003494866,0.01713721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7580656,"threshold_uncertainty_score":0.4867184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.161254262444597,"score_gpt":0.419941397119861,"score_spread":0.258687134675264,"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."}}