{"id":"W2048512590","doi":"10.1097/01.anc.0000296629.03798.6c","title":"Implementation and Evaluation of a Best Practice Initiative","year":2007,"lang":"en","type":"article","venue":"Advances in Neonatal Care","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; Queen's University; Kingston General Hospital","funders":"","keywords":"Venipuncture; Phlebotomy; Medicine; Summative assessment; Heel; Intensive care medicine; Clinical Practice; Formative assessment; Nursing; Surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008956039,0.00005777165,0.0000949232,0.000157634,0.00001459225,0.000002560701,0.00002905088,0.00002637118,0.00001503375],"category_scores_gemma":[0.0003530627,0.00005952226,0.00001277744,0.0002088666,0.00003643661,0.000494083,0.00003090581,0.00006917782,8.062195e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351977,"about_ca_system_score_gemma":0.00004081704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004906147,"about_ca_topic_score_gemma":0.0003107697,"domain_scores_codex":[0.9991527,0.00005396742,0.0001902139,0.000129934,0.0003778012,0.00009542146],"domain_scores_gemma":[0.9992599,0.000185626,0.000117691,0.00008847511,0.0003256047,0.00002272751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001451688,0.00002777756,0.1022279,0.0001779143,0.00001048709,0.0000259559,0.003073018,0.000006055061,0.00009134617,0.0004678082,0.00002167414,0.8937249],"study_design_scores_gemma":[0.0122875,0.00316843,0.4048252,0.0006092475,0.001365483,0.00009982917,0.4706438,0.0003764444,0.02645495,0.006711747,0.07284281,0.0006145856],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834097,0.06380589,0.00834411,0.0001831401,0.00008956048,0.001621522,0.00002175522,0.0000545888,0.04246967],"genre_scores_gemma":[0.9905662,0.001608244,0.007566296,0.0001336856,0.00003661255,0.00002840381,0.00005254347,0.000005491494,0.00000253448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8931103,"threshold_uncertainty_score":0.2427247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535682692010233,"score_gpt":0.4295636954855372,"score_spread":0.4042068685654349,"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."}}