{"id":"W4210962227","doi":"10.1016/j.clp.2019.08.006","title":"Nonpharmacologic Management of Pain During Common Needle Puncture Procedures in Infants","year":2019,"lang":"en","type":"review","venue":"Clinics in Perinatology","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Toronto; Dalhousie University; SickKids Foundation; Izaak Walton Killam Health Centre; Hospital for Sick Children","funders":"","keywords":"Medicine; Pacifier; Psychological intervention; Intensive care medicine; Breastfeeding; Physical therapy; Pediatrics; Nursing","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"],"consensus_categories":[],"category_scores_codex":[0.001822504,0.0005191609,0.003442545,0.001240473,0.00001904503,0.000006412347,0.0006229177,0.0009296983,0.00007949721],"category_scores_gemma":[0.0003901022,0.0004503849,0.000374279,0.0009451424,0.0001341797,0.00004350319,0.0006140258,0.001337859,0.00002533937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003135641,"about_ca_system_score_gemma":0.000208673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000999435,"about_ca_topic_score_gemma":0.00001841313,"domain_scores_codex":[0.995998,0.0006942964,0.001790841,0.000731783,0.0002455499,0.0005395449],"domain_scores_gemma":[0.9976942,0.0006978679,0.0007469156,0.0007520335,0.00004189643,0.00006710133],"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":[0.0001481391,0.0007031917,0.07170843,0.3254496,0.0003095405,0.002289708,0.00007781784,0.00000555049,2.402207e-7,0.0003028778,0.0008753939,0.5981296],"study_design_scores_gemma":[0.002709017,0.000474379,0.01651701,0.02991402,0.001453083,0.0001340447,0.000149563,0.0001044505,0.000001279739,0.000524943,0.9472745,0.0007436976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01547612,0.9768556,0.000007966722,0.00005983232,0.0003838844,0.003873472,0.00001053564,0.000120419,0.003212176],"genre_scores_gemma":[0.02191677,0.9759049,0.0007757095,0.000237505,0.00006015915,0.0005631185,0.00005163916,0.00006413935,0.000426052],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9463991,"threshold_uncertainty_score":0.9997948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05591113473484605,"score_gpt":0.4242230555319372,"score_spread":0.3683119207970911,"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."}}