{"id":"W2998978187","doi":"10.1186/s13063-019-3782-9","title":"A cluster randomized clinical trial to evaluate the effectiveness of the Implementation of Infant Pain Practice Change (ImPaC) Resource to improve pain practices in hospitalized infants: a study protocol","year":2020,"lang":"en","type":"article","venue":"Trials","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Trillium Health Centre; University of Calgary; Children's Hospital of Eastern Ontario; University of Ottawa; Alberta Children's Hospital; Izaak Walton Killam Health Centre; University of Alberta; Université de Montréal; Hospital for Sick Children; University of British Columbia; Public Health Ontario; Toronto Metropolitan University; Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University; University of Toronto; SickKids Foundation","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Protocol (science); Randomized controlled trial; Pain management; Physical therapy; Cluster (spacecraft); Clinical trial; Research design; Alternative medicine; Surgery","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4163079,0.0002805981,0.002335915,0.0002182793,0.00004796517,0.00004283054,0.0004850629,0.0001146026,0.0000336457],"category_scores_gemma":[0.5259628,0.0001482399,0.0004691522,0.00116795,0.00008196017,0.0002317029,0.0004288187,0.0003399529,0.000002844052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009600224,"about_ca_system_score_gemma":0.000270881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406384,"about_ca_topic_score_gemma":0.000060693,"domain_scores_codex":[0.7202261,0.2697985,0.006226367,0.001061975,0.002108107,0.000578945],"domain_scores_gemma":[0.9088246,0.08604347,0.003672963,0.0009273029,0.0003692245,0.0001624059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9663116,0.001054671,0.01399908,0.0004421139,0.0005717332,0.000006259272,0.00533915,0.000002965166,0.0007450174,0.00001270571,0.001640178,0.009874495],"study_design_scores_gemma":[0.9440334,0.01699259,0.0266856,0.0003769608,0.002119141,5.636452e-7,0.004684531,0.0003160887,0.0009872484,0.0001110708,0.00346118,0.0002315651],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3729173,0.00001297746,0.001992095,0.01209643,0.00009612936,0.6127168,0.00001253554,0.00005566482,0.0001001179],"genre_scores_gemma":[0.6140917,0.000005983757,0.0009215422,0.006084231,0.000512065,0.3783482,0.000003613509,0.00002872223,0.000003908371],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.2411744,"threshold_uncertainty_score":0.6045048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1701684240926195,"score_gpt":0.5364837866562796,"score_spread":0.3663153625636602,"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."}}