{"id":"W2387625935","doi":"","title":"Analysis and Countermeasures of Work Satisfaction in Operating Room","year":2010,"lang":"en","type":"article","venue":"Huaxi yixue","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Psychological intervention; Patient satisfaction; Intervention (counseling); Nursing; Quality (philosophy); Work (physics); Medical emergency","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":[],"consensus_categories":[],"category_scores_codex":[0.00117971,0.0003020848,0.0002687551,0.0009123072,0.0002758745,0.0003888732,0.0001935242,0.0002137414,0.001699203],"category_scores_gemma":[0.004554139,0.00008540406,0.0004146184,0.0006423016,0.000195626,0.0002144094,0.0003606897,0.0002900931,0.0001650669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002834839,"about_ca_system_score_gemma":0.0002294244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007170137,"about_ca_topic_score_gemma":0.001302804,"domain_scores_codex":[0.9988312,0.0005083199,0.0001618676,0.00009337712,0.0003180572,0.0000872196],"domain_scores_gemma":[0.9961956,0.0008641408,0.001730294,0.0001191261,0.0008389106,0.0002520423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003692534,0.0002822391,0.9523053,0.0002027991,0.0001691817,0.00004722928,0.000510059,0.0002403703,0.002074779,0.00009763082,0.0004581985,0.04324299],"study_design_scores_gemma":[0.000005693174,0.0003757583,0.9981477,0.00001452056,0.00002473531,0.00005279759,0.0003637043,0.0003410321,0.0003722028,0.00003638577,0.0002605906,0.000004754902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950442,0.0004614528,0.001871207,0.0001126807,0.00002434919,0.00009399672,0.0004759272,0.00001557976,0.001900634],"genre_scores_gemma":[0.9978219,0.0001263466,0.001049647,0.00004084436,0.00001953535,0.00008027845,0.0003673723,0.000002860273,0.0004911605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001699203,"threshold_uncertainty_score":0.006238997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369390104252963,"score_gpt":0.2874359161207961,"score_spread":0.2737420150782664,"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."}}