{"id":"W2408759345","doi":"10.7748/ns.24.4.24.s27","title":"A breath of fresh air","year":2009,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Workforce; Primary care; Nursing; Medicine; Business; Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005509295,0.0007353149,0.0009163075,0.0007218331,0.003176482,0.00216157,0.0007685862,0.004267578,0.0222914],"category_scores_gemma":[0.006708275,0.0003975442,0.001050191,0.0004008206,0.002155119,0.003282097,0.002300386,0.008551426,0.008810859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007597904,"about_ca_system_score_gemma":0.0009416649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006349647,"about_ca_topic_score_gemma":0.003904938,"domain_scores_codex":[0.9990977,0.0001580084,0.00004546125,0.0001292265,0.0004259894,0.000143541],"domain_scores_gemma":[0.998758,0.0002190191,0.0001241293,0.0001184353,0.000316428,0.0004639188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007770547,0.000725774,0.01553765,0.001041024,0.0003521556,0.03672243,0.008231355,0.0001903936,0.02114079,0.01532622,0.7638041,0.136151],"study_design_scores_gemma":[0.0001095643,0.0007722299,0.02273759,0.001297536,0.00006416084,0.05868092,0.009404255,0.0003094013,0.001564462,0.01097475,0.8939238,0.0001613191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1072729,0.08845022,0.008007591,0.476638,0.1058402,0.0005498558,0.003578408,0.001818463,0.2078444],"genre_scores_gemma":[0.3402769,0.02365175,0.004679777,0.2717681,0.01440331,0.0001168533,0.000936215,0.0003619127,0.3438053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0222914,"threshold_uncertainty_score":0.07457215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04463907050069491,"score_gpt":0.4543083966914181,"score_spread":0.4096693261907232,"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."}}