{"id":"W4243142050","doi":"10.12927/hcq.2020.26402","title":"From the Editors","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Best practice; Medicine; Medical education; Political science; Public relations; Nursing; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003715945,0.0001153888,0.0001685007,0.00002186835,0.0006371712,0.00002156215,0.0001980323,0.0001082439,0.001155021],"category_scores_gemma":[0.00005113152,0.00008048248,0.00006603191,0.0001729672,0.00002636294,0.00007869625,0.00005044722,0.0004341525,0.002311274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007768587,"about_ca_system_score_gemma":0.0005284734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003429329,"about_ca_topic_score_gemma":0.002161166,"domain_scores_codex":[0.9974338,0.001187836,0.0003704725,0.0002849474,0.0002640513,0.0004589261],"domain_scores_gemma":[0.9983,0.0006361171,0.00009752566,0.0006704647,0.0001504827,0.0001454392],"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":[0.00004934228,0.00003725463,0.001940361,0.00008657125,0.00003255135,0.00005955695,0.06416696,7.892184e-8,0.00004066683,0.006128659,0.8782265,0.04923153],"study_design_scores_gemma":[0.0002962383,0.00009315956,0.01130548,0.0001220777,0.00001141207,6.781379e-7,0.1126156,0.000004258849,0.000003867548,0.003560179,0.8719055,0.00008159134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3147933,0.00170009,0.001288243,0.5974827,0.03328712,0.001563696,0.0002241064,0.0004240897,0.04923655],"genre_scores_gemma":[0.8722087,0.00004672258,0.0003719927,0.06084065,0.0388711,0.0004270056,0.0002122388,0.00006013504,0.02696143],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5574154,"threshold_uncertainty_score":0.9997581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05345385562062027,"score_gpt":0.411786735219848,"score_spread":0.3583328795992278,"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."}}