{"id":"W2079134993","doi":"10.12927/hcq.2014.23958","title":"An Opportunity for Reflection","year":2014,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient safety; Reflection (computer programming); Best practice; Medicine; Focus (optics); Public relations; Medical education; Nursing; Medical emergency; Political science; Health care; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02625062,0.002235642,0.001641045,0.001710032,0.02410966,0.03173524,0.004785215,0.02220802,0.02981098],"category_scores_gemma":[0.08437139,0.001050161,0.002442647,0.001206127,0.02534536,0.03193825,0.02707204,0.06654589,0.01275429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01601247,"about_ca_system_score_gemma":0.03352589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0310274,"about_ca_topic_score_gemma":0.05967274,"domain_scores_codex":[0.9625123,0.0149277,0.001122061,0.003576052,0.01109143,0.006770549],"domain_scores_gemma":[0.9170952,0.01487073,0.002554587,0.006979381,0.03083352,0.02766648],"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":[0.00001914588,0.00003104732,0.0001100304,0.00005937361,0.000008719624,0.0002116655,0.008213912,0.00003003479,0.0001521142,0.02898746,0.9552113,0.006965173],"study_design_scores_gemma":[0.000006013104,0.00001036548,0.00008866681,0.0001577177,0.00000244762,0.00007998692,0.01403755,0.00002274476,0.00005072093,0.005778812,0.9797419,0.0000231121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005233312,0.003115816,0.001046382,0.870141,0.1033106,0.00003657012,0.00006858257,0.0001456266,0.02161206],"genre_scores_gemma":[0.03247602,0.005468563,0.003775921,0.7919584,0.0340449,0.0001937196,0.0001769399,0.0006497297,0.1312558],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03173524,"threshold_uncertainty_score":0.1388282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1582625045496185,"score_gpt":0.4925673563915036,"score_spread":0.3343048518418851,"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."}}