{"id":"W4386588999","doi":"10.1097/01.eem.0000824112.45397.7d","title":"Special Report","year":2022,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"category_scores_codex":[0.0005262636,0.0008889548,0.0006830697,0.001125968,0.001172111,0.003415003,0.001359035,0.002357308,0.8261364],"category_scores_gemma":[0.004417919,0.0003698284,0.000755497,0.0007768676,0.0003258323,0.00221964,0.002088312,0.002524592,0.6975923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007595554,"about_ca_system_score_gemma":0.001974076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566342,"about_ca_topic_score_gemma":0.002292992,"domain_scores_codex":[0.9993238,0.00007363998,0.00005727512,0.0001533951,0.0002713911,0.0001204125],"domain_scores_gemma":[0.9974399,0.0002197598,0.0001073154,0.000228596,0.001002569,0.001001744],"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":[0.00001268512,0.00002258677,0.0001739376,0.00004698973,0.000001461719,0.0001556664,0.00001206907,0.000009489313,0.00004568574,0.0003728564,0.9645256,0.03462099],"study_design_scores_gemma":[0.00001223799,0.00001455714,0.0003913759,0.00009675606,0.000001895234,0.0005837745,0.0000528176,0.00002232742,0.00004207987,0.0003554604,0.998423,0.000003847117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009177563,0.002355002,0.001066783,0.01346889,0.05505461,0.0004385338,0.005505072,0.001679512,0.9195138],"genre_scores_gemma":[0.004490707,0.00264388,0.0007119458,0.008249389,0.01152169,0.0001736579,0.003798816,0.0006199453,0.9677899],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1738636,"threshold_uncertainty_score":0.2479953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1219519998041225,"score_gpt":0.483156701265226,"score_spread":0.3612047014611035,"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."}}