{"id":"W2149174775","doi":"10.1177/0193945914524493","title":"Test of a Process Evaluation Checklist to Improve Neonatal Pain Practices","year":2014,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; SickKids Foundation","funders":"Canadian Institutes of Health Research","keywords":"Checklist; Intervention (counseling); Documentation; Fidelity; Construct validity; Construct (python library); Protocol (science); Medicine; Process (computing); Best practice; Neonatal intensive care unit; Psychology; Nursing; Computer science; Patient satisfaction; Alternative medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.05532573,0.001001816,0.001211809,0.00361675,0.001259332,0.001679799,0.002206788,0.001020267,0.00180636],"category_scores_gemma":[0.1668906,0.0006489129,0.001859508,0.001866508,0.000905689,0.002174651,0.002156044,0.001881611,0.0006272233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003367984,"about_ca_system_score_gemma":0.01205475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630556,"about_ca_topic_score_gemma":0.003390663,"domain_scores_codex":[0.9445486,0.02903581,0.01096823,0.001348259,0.01273607,0.001363007],"domain_scores_gemma":[0.8029023,0.09548597,0.02726957,0.009458065,0.06155026,0.003333746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002416187,0.01092908,0.1693047,0.004143517,0.0004016033,0.0004311661,0.01605075,0.007297823,0.009244512,0.003120738,0.02455368,0.7521063],"study_design_scores_gemma":[0.003858703,0.02978757,0.7473496,0.005544072,0.0006624197,0.001672137,0.01599575,0.07584756,0.04997264,0.003745753,0.06451203,0.001051724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7823695,0.001124173,0.1209664,0.004052132,0.001149065,0.07031626,0.002597541,0.002783759,0.01464115],"genre_scores_gemma":[0.55937,0.0008758241,0.3743912,0.0007967377,0.000145342,0.05896998,0.002216777,0.0001650744,0.003068947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05532573,"threshold_uncertainty_score":0.292594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043927489714804,"score_gpt":0.4968181323488511,"score_spread":0.3924253833773707,"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."}}