{"id":"W4237830465","doi":"10.1007/978-3-319-29489-6_175","title":"Neonatal Pain: Neurophysiology, Recognition, Prevention, and Management with Nonpharmacological Interventions","year":2018,"lang":"en","type":"book-chapter","venue":"Neonatology","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; McGill University","funders":"","keywords":"Neurophysiology; Medicine; Psychological intervention; Pain management; Physical medicine and rehabilitation; Neuroscience; Psychology; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004098643,0.0004297211,0.0006778016,0.0004890557,0.0001196266,0.00001509332,0.0001922484,0.0004526892,0.002990388],"category_scores_gemma":[0.00004625828,0.000377516,0.000232813,0.00007343807,0.0006811853,0.0000579756,0.000360124,0.000538055,0.0002506019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006817767,"about_ca_system_score_gemma":0.00004171832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002416828,"about_ca_topic_score_gemma":0.00001148403,"domain_scores_codex":[0.9978892,0.0001559837,0.0005212552,0.0008227039,0.0002294625,0.0003813756],"domain_scores_gemma":[0.9987822,0.0001369049,0.0003139207,0.0004010737,0.0002115235,0.0001543535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003001024,0.0007764724,0.002181572,0.00923154,0.00520769,0.01016021,0.000130081,5.102219e-7,0.00004918834,0.04758101,0.4041952,0.5174855],"study_design_scores_gemma":[0.0033051,0.006525785,0.005066499,0.001585279,0.003593349,0.001241424,0.00003817199,0.00004952391,0.0000136323,0.09321278,0.8844683,0.0009001829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01364671,0.006544055,0.05406042,0.006882272,0.001058628,0.01059164,0.0001771694,0.002700001,0.9043391],"genre_scores_gemma":[0.02535757,0.02595899,0.05966386,0.01335127,0.001740648,0.001225374,0.002548163,0.00042161,0.8697325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5165853,"threshold_uncertainty_score":0.9998677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355617408170845,"score_gpt":0.3004214829901559,"score_spread":0.2648597421730713,"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."}}