{"id":"W2923125374","doi":"10.1097/pr9.0000000000000727","title":"Calmer: a robot for managing acute pain effectively in preterm infants in the neonatal intensive care unit","year":2019,"lang":"en","type":"article","venue":"PAIN Reports","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; BC Children's Hospital; University of British Columbia","funders":"","keywords":"Neonatal intensive care unit; Medicine; Gestational age; Heart rate; Randomized controlled trial; Intensive care; Anesthesia; Pediatrics; Intensive care medicine; Blood pressure; Surgery; Pregnancy; Internal medicine","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":[0.0006184941,0.0005244933,0.0004998356,0.0003908849,0.0002199196,0.0002402774,0.0008043867,0.0003753491,0.002763729],"category_scores_gemma":[0.001460011,0.0001466217,0.000307451,0.0001319417,0.0004513541,0.0002994407,0.0005502908,0.0003983082,0.0002956728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002540186,"about_ca_system_score_gemma":0.0005529054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008525148,"about_ca_topic_score_gemma":0.00146997,"domain_scores_codex":[0.9997396,0.0000851774,0.00001985202,0.00004618903,0.00006742715,0.00004166409],"domain_scores_gemma":[0.9995981,0.0001299702,0.00008984013,0.00004002724,0.00003670511,0.0001053374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01822903,0.006186011,0.014932,0.002398066,0.000176001,0.001475345,0.0006747497,0.002622694,0.1972174,0.0005000017,0.004557131,0.7510316],"study_design_scores_gemma":[0.01251695,0.3544936,0.3736601,0.001190038,0.001139328,0.01972681,0.001671825,0.02490986,0.1642059,0.0009292391,0.04517261,0.0003836864],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784707,0.00320113,0.01404,0.0003817286,0.00009167656,0.0008504087,0.0002395693,0.0005952122,0.002129532],"genre_scores_gemma":[0.9262002,0.003266453,0.06498101,0.0005111366,0.00009958371,0.001789975,0.0004554425,0.00003850331,0.002657729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002763729,"threshold_uncertainty_score":0.009245574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271929412709059,"score_gpt":0.2921969599017802,"score_spread":0.2794776657746896,"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."}}