{"id":"W4236890826","doi":"10.12927/cjnl.2010.21597","title":"Canadian Oncology Nurse Work Environments: Part I","year":2010,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Canadian Institutes of Health Research","keywords":"Oncology nursing; Work (physics); Nursing; Nurse Administrator; Medicine; MEDLINE; Nurse education; Psychology; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0006183927,0.0003590836,0.0001835424,0.001188079,0.005404385,0.002781453,0.0008450215,0.0004120058,0.009885365],"category_scores_gemma":[0.00191193,0.0002394292,0.0003066419,0.002947334,0.0008707971,0.0005558255,0.001260079,0.0004632798,0.0008629699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03628373,"about_ca_system_score_gemma":0.04485187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775156,"about_ca_topic_score_gemma":0.9923189,"domain_scores_codex":[0.998723,0.0001151456,0.00003218269,0.00007977524,0.0007067603,0.0003431956],"domain_scores_gemma":[0.9985979,0.00006276695,0.0001244397,0.00003379796,0.0007052721,0.000475731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002332414,0.0002774423,0.3225155,0.001392826,0.00005012979,0.0006601705,0.02152105,0.001170622,0.002066549,0.006104333,0.1824479,0.4615602],"study_design_scores_gemma":[0.000008791008,0.00004687342,0.7750486,0.0002972158,0.0000134305,0.0001597032,0.01378567,0.0001748904,0.0002771434,0.0003762474,0.209775,0.00003643195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6333058,0.0317421,0.001171459,0.02349552,0.001133656,0.000332874,0.0103847,0.0001403315,0.2982935],"genre_scores_gemma":[0.9321299,0.01698437,0.001689268,0.001781859,0.000148842,0.0001362491,0.003953629,0.0000518743,0.04312394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03628373,"threshold_uncertainty_score":0.2632582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1378981687601931,"score_gpt":0.3903350543470532,"score_spread":0.2524368855868601,"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."}}