{"id":"W174600460","doi":"10.1007/978-1-4614-3495-5_6","title":"Practical Considerations in Building an Electronic Community of Practice for Health Care: Lessons from the Literature","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Engineering ethics; Health care; Medicine; Engineering; Political science","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":[0.002549398,0.0001486175,0.0002686063,0.00007174604,0.001082922,0.0001935315,0.0002036379,0.0002231496,0.0001793051],"category_scores_gemma":[0.0012789,0.0001213673,0.00008121852,0.00005744415,0.0001451154,0.0005802391,0.0001075618,0.001116832,0.000004119885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000301535,"about_ca_system_score_gemma":0.0007894458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005857778,"about_ca_topic_score_gemma":0.1477495,"domain_scores_codex":[0.9982853,0.0006525267,0.0003068743,0.0001689231,0.0002319428,0.0003544354],"domain_scores_gemma":[0.9948929,0.004115909,0.0003002458,0.0003618331,0.0002532121,0.00007589946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001064474,0.00005502458,0.00001708028,0.00002266677,0.00004230196,5.583034e-7,0.06326438,4.282575e-7,0.000001451831,0.9318323,0.003493757,0.001259418],"study_design_scores_gemma":[0.0002283099,0.00009905582,0.00006003255,0.0001978867,0.0001103303,9.595124e-7,0.02425875,0.00000826051,0.000004048471,0.09965477,0.8751793,0.0001983211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001839998,0.01020945,0.001451448,0.0764791,0.0003324638,0.001878136,0.0001206996,0.00007617394,0.9092685],"genre_scores_gemma":[0.9292991,0.002917847,0.01557409,0.003912122,0.001407134,0.00008496008,0.000417329,0.00007182253,0.04631564],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9291151,"threshold_uncertainty_score":0.8855248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106214502660598,"score_gpt":0.4457427412839654,"score_spread":0.3351212910179056,"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."}}