{"id":"W2587233090","doi":"10.1093/pch/17.suppl_a.28a","title":"Robotics in Health Care: Reducing Child Distress During Flu Vaccination","year":2012,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Robotics; Vaccination; Distress; Medicine; Health care; Artificial intelligence; Intensive care medicine; Immunology; Computer science; Robot; Clinical psychology; Political science","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":[0.001705584,0.00021694,0.0002098579,0.0007265807,0.0007683548,0.0007263086,0.0008012337,0.0004046656,0.01522916],"category_scores_gemma":[0.009722542,0.0002081763,0.0003410773,0.0004436059,0.0003940593,0.000680591,0.002661631,0.0004830351,0.001005728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001642895,"about_ca_system_score_gemma":0.003811449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01870893,"about_ca_topic_score_gemma":0.03874362,"domain_scores_codex":[0.9982672,0.001027256,0.00006277956,0.00009301234,0.0001888714,0.0003608527],"domain_scores_gemma":[0.9976614,0.0004491773,0.0003940043,0.00008035016,0.0001467011,0.001268398],"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":[0.0005721831,0.002861612,0.2654404,0.000762024,0.00006964945,0.0001928773,0.003454072,0.0009607522,0.000586263,0.001521683,0.03590041,0.6876781],"study_design_scores_gemma":[0.000312031,0.003516989,0.9464513,0.0008179214,0.00007047232,0.0001916833,0.008739846,0.002204378,0.0003229097,0.001280836,0.0360624,0.00002925238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128047,0.002093636,0.003850364,0.0222777,0.0003686856,0.001729064,0.0007666763,0.0004520397,0.05565726],"genre_scores_gemma":[0.982636,0.001040799,0.009869061,0.001407612,0.0001040354,0.0007611161,0.0003233519,0.00001355601,0.003844567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01870893,"threshold_uncertainty_score":0.05094665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269220476736275,"score_gpt":0.2992336630489248,"score_spread":0.2865414582815621,"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."}}