{"id":"W2810422027","doi":"","title":"Quality of Life Within the Profession","year":2018,"lang":"en","type":"article","venue":"Sigma's 29th International Nursing Research Congress","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Covenant Health","funders":"","keywords":"Quality (philosophy); Business; Philosophy; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0125841,0.0002259536,0.0004390957,0.000382267,0.002616335,0.00004367368,0.001378434,0.0003679699,0.001755785],"category_scores_gemma":[0.008998209,0.0001436807,0.0001186633,0.0006071928,0.001818437,0.0002689424,0.0004780887,0.002400188,0.0003188944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004992535,"about_ca_system_score_gemma":0.002617605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222826,"about_ca_topic_score_gemma":0.0004256677,"domain_scores_codex":[0.9887451,0.0053422,0.001519422,0.0005600827,0.002858186,0.0009750173],"domain_scores_gemma":[0.9880582,0.004334122,0.0007718546,0.0007840254,0.005664826,0.0003869747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005263931,0.001221055,0.342825,0.001086099,0.0003004359,0.00001375113,0.032936,0.00001138233,0.008858592,0.2754868,0.2252234,0.1067735],"study_design_scores_gemma":[0.008740804,0.001411262,0.576197,0.06210913,0.00003994043,0.000009227837,0.1115896,0.006834175,0.006347876,0.1398238,0.08548926,0.001408012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7831426,0.001200938,0.0004287548,0.09872463,0.0234065,0.002517355,0.0002017099,0.0001555451,0.09022195],"genre_scores_gemma":[0.9850615,0.00007593328,0.0003492447,0.0009608841,0.002587981,0.0002207929,0.00004325003,0.00004272389,0.01065774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2333719,"threshold_uncertainty_score":0.9999013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2342254048941807,"score_gpt":0.59552096734857,"score_spread":0.3612955624543893,"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."}}