{"id":"W2066819927","doi":"10.1097/00005110-200109000-00009","title":"Out in the Real World","year":2001,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":217,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Affect (linguistics); Work environment; Nursing; Work (physics); Nursing practice; Psychology; Medical education; Medicine; Job satisfaction; Engineering; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0007436677,0.00006572976,0.0001339517,0.00009111201,0.0000780759,0.00002549316,0.0001081402,0.00002932005,0.00004022692],"category_scores_gemma":[0.0001083118,0.00003000594,0.00007315632,0.0001563149,0.00004663666,0.00008836936,0.000002687254,0.0002820029,0.000005963737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000828374,"about_ca_system_score_gemma":0.0001768007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000057508,"about_ca_topic_score_gemma":0.00007902488,"domain_scores_codex":[0.9991215,0.00009369456,0.0003347387,0.00004166218,0.0002990844,0.000109345],"domain_scores_gemma":[0.9994204,0.0001439454,0.0001773183,0.000133482,0.00006259402,0.00006223912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008761661,0.006875414,0.4472385,0.00007471944,0.0002061345,0.002607988,0.06295174,0.00009033163,0.01359446,0.007835898,0.09358735,0.3561758],"study_design_scores_gemma":[0.001240066,0.001926185,0.9623686,0.0007180843,0.0002010518,0.002558533,0.006686892,0.0001343995,0.0006839809,0.002417032,0.02096663,0.00009852241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9107516,0.0001340747,0.0001060366,0.06251699,0.0003403112,0.0001151947,3.874031e-7,0.000005198004,0.02603015],"genre_scores_gemma":[0.9964166,0.0001212116,0.0002317782,0.0005321861,0.0003944301,4.952931e-7,0.000001388976,0.000005556342,0.002296324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5151301,"threshold_uncertainty_score":0.1225178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06317884726498091,"score_gpt":0.390828980956143,"score_spread":0.3276501336911621,"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."}}