{"id":"W1965267823","doi":"10.12927/hcq..16519","title":"Survey: Happier Nurses Means Better Care","year":2002,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Best practice; Medicine; Psychology; Business; Family medicine; Political science","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":[0.002353708,0.0002962298,0.0002702521,0.0007443989,0.000816335,0.0007182063,0.0003133529,0.0005814224,0.007983333],"category_scores_gemma":[0.004141391,0.0002589379,0.0004050226,0.00160101,0.0003026798,0.0007243993,0.0007093381,0.001151261,0.004019961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390468,"about_ca_system_score_gemma":0.001358266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03514718,"about_ca_topic_score_gemma":0.0488841,"domain_scores_codex":[0.9984016,0.0003856251,0.0002827521,0.000135059,0.0006017182,0.00019318],"domain_scores_gemma":[0.9965065,0.0003588222,0.0005430593,0.000107093,0.002108199,0.0003763294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000529866,0.0004808367,0.5043032,0.001134273,0.0001394935,0.00005723267,0.001723658,0.0001667848,0.001324678,0.0007201264,0.4425052,0.04691473],"study_design_scores_gemma":[0.00016599,0.0003646961,0.910564,0.0001897939,0.00003730188,0.00009039639,0.002874418,0.0002554003,0.0004601938,0.0001678282,0.08479275,0.00003722853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6021554,0.002170032,0.003364384,0.01809083,0.002234243,0.006379966,0.2812065,0.0005623117,0.08383641],"genre_scores_gemma":[0.7627598,0.004325276,0.01109566,0.03470476,0.001127814,0.01671187,0.1167173,0.0001805677,0.05237693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03514718,"threshold_uncertainty_score":0.06988519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05731960155496438,"score_gpt":0.3419740313596252,"score_spread":0.2846544298046608,"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."}}