{"id":"W2105783797","doi":"10.12927/hcq.2008.19654","title":"Communities of Practice: Creating Opportunities to Enhance Quality of Care and Safe Practices","year":2008,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Health Canada; University of Alberta","keywords":"Patient safety; Best practice; Sustainability; Business; Quality (philosophy); Clinical Practice; Good practice; Quality management; Patient care; Health care; Process management; Nursing; Public relations; Knowledge management; Medical education; Medicine; Computer science; Marketing; Political science; Engineering; Engineering ethics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009501763,0.0001281384,0.000374901,0.0001407078,0.0008722562,0.000005435921,0.0001276355,0.0001419881,0.0001528169],"category_scores_gemma":[0.0008036865,0.0001218077,0.00003249665,0.0001641792,0.0001236093,0.0004122733,0.00003175084,0.0004206123,0.0000176702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108602,"about_ca_system_score_gemma":0.002450398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02009166,"about_ca_topic_score_gemma":0.01020073,"domain_scores_codex":[0.9958899,0.002352823,0.001013353,0.0001513203,0.0003539521,0.0002386569],"domain_scores_gemma":[0.992784,0.002453395,0.00179113,0.0003555655,0.002461047,0.0001548108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009155983,0.0001229265,0.02866214,0.003083229,0.00002504094,0.000001840967,0.9286134,5.893598e-7,0.000767979,0.01764014,0.001865501,0.01830158],"study_design_scores_gemma":[0.0001919197,0.00125748,0.05142013,0.0008585658,0.00001025135,0.000004163503,0.933194,0.000004107996,0.0001619501,0.00009651673,0.0126845,0.000116389],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619858,0.0009513416,0.00008506235,0.0193116,0.0005029366,0.0007128531,0.00009549031,0.00002929512,0.01632557],"genre_scores_gemma":[0.9907944,0.0003165351,0.004069743,0.003050701,0.0001182801,0.0001407781,0.00005573463,0.00001408826,0.00143978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02880851,"threshold_uncertainty_score":0.9864336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1639746602604784,"score_gpt":0.5468969864202383,"score_spread":0.38292232615976,"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."}}