{"id":"W2078048754","doi":"10.1136/ebn.5.1.26","title":"Interactive continuing education workshops or conferences can improve professional practice and patient outcomes","year":2002,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Psychological intervention; Medicine; MEDLINE; Health professionals; Medical education; Continuing medical education; Continuing education; Professional development; Health care; Continuing professional development; Nursing; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006615923,0.0004661657,0.0008825895,0.0009544697,0.00133063,0.00222747,0.001230889,0.02008377,0.02495503],"category_scores_gemma":[0.08758201,0.000408985,0.000918016,0.00119458,0.001213601,0.003147155,0.001418958,0.01115787,0.007111698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001835475,"about_ca_system_score_gemma":0.003148114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004459116,"about_ca_topic_score_gemma":0.01314134,"domain_scores_codex":[0.9951013,0.002190104,0.0007344524,0.0003488794,0.001247213,0.0003781607],"domain_scores_gemma":[0.9345258,0.05285655,0.002873853,0.0007812906,0.006642407,0.00232008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002835658,0.0001441041,0.002699707,0.0009460089,0.00003607364,0.002167212,0.000277654,0.00006772398,0.0002036475,0.001759882,0.8802357,0.1111786],"study_design_scores_gemma":[0.001303149,0.0005331664,0.02110305,0.00577608,0.0001443568,0.004362582,0.0008300728,0.0003727803,0.0004582976,0.005222037,0.9597917,0.0001027773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003130774,0.02607838,0.000510561,0.9209029,0.01667099,0.00009533484,0.0001537174,0.0001237572,0.03233363],"genre_scores_gemma":[0.04138098,0.06226068,0.002080543,0.8062114,0.0471542,0.0003835847,0.0002913463,0.00010689,0.04013038],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02495503,"threshold_uncertainty_score":0.08348292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333123669636409,"score_gpt":0.4966243471842461,"score_spread":0.3633119802206052,"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."}}