{"id":"W4386475479","doi":"10.3390/children10091511","title":"Perspectives of Healthcare Providers to Inform the Design of an AI-Enhanced Social Robot in the Pediatric Emergency Department","year":2023,"lang":"en","type":"article","venue":"Children","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Alberta","funders":"Economic and Social Research Council","keywords":"Distraction; Distress; Emergency department; Health care; Psychology; Medicine; Nursing; Clinical psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006280589,0.0005807459,0.0002641792,0.0007103978,0.007616953,0.003248277,0.001062265,0.001988936,0.003545713],"category_scores_gemma":[0.01011271,0.0004645699,0.0003229352,0.0004995796,0.005370787,0.001963882,0.003390336,0.002693404,0.0003822806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006995599,"about_ca_system_score_gemma":0.007913478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03095266,"about_ca_topic_score_gemma":0.04227506,"domain_scores_codex":[0.9918532,0.005890655,0.0001490572,0.0003164325,0.0006647935,0.001125881],"domain_scores_gemma":[0.9924332,0.004241381,0.0006554513,0.0001324904,0.001150716,0.001386769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000462481,0.00009688644,0.008516881,0.0003586354,0.00001004058,0.002836157,0.9631583,0.0002228009,0.002982687,0.003672161,0.004591543,0.01350755],"study_design_scores_gemma":[0.000006269142,0.00007256755,0.001763109,0.00014659,0.000006991499,0.0006165213,0.9672542,0.0002058027,0.0005373828,0.0003311188,0.02904288,0.00001649399],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252027,0.002061693,0.009662523,0.03347715,0.0002855581,0.0004659704,0.0002194773,0.0000707869,0.02855409],"genre_scores_gemma":[0.9835917,0.001506014,0.005864915,0.004429983,0.00003855563,0.0001921209,0.00005524672,0.00002739066,0.004294072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03095266,"threshold_uncertainty_score":0.06154501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668646507111639,"score_gpt":0.3330150795471604,"score_spread":0.306328614476044,"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."}}