{"id":"W4413113815","doi":"10.1111/pan.70036","title":"Timing Is Everything","year":2025,"lang":"en","type":"editorial","venue":"Pediatric Anesthesia","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Intensive care medicine","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001012085,0.0006691967,0.001114761,0.001244387,0.0001586883,0.00009524527,0.000606614,0.001604452,0.0001883106],"category_scores_gemma":[0.001431114,0.0006899225,0.0004471701,0.001110175,0.00004703981,0.0001415667,0.0001941747,0.001649425,0.0002517643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995108,"about_ca_system_score_gemma":0.001280497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009758003,"about_ca_topic_score_gemma":5.902208e-7,"domain_scores_codex":[0.9957641,0.0001150333,0.0007761318,0.001016263,0.001627043,0.0007014555],"domain_scores_gemma":[0.9967113,0.001128205,0.0004682546,0.001109225,0.0003695682,0.0002134631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000517338,0.00008963974,0.007940416,0.001698739,0.00007906086,0.0008171703,0.00007008878,2.890098e-7,5.37152e-7,0.00001171638,0.9882012,0.001039388],"study_design_scores_gemma":[0.0005792234,0.0001209927,0.000917093,0.0001798595,0.002509628,0.00002677589,0.00001346687,0.00004760663,0.000004680573,0.0001828159,0.9948484,0.0005694574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001870392,0.0167844,0.003581612,0.005613317,0.9169474,0.003981282,0.00007294178,0.005114971,0.04603365],"genre_scores_gemma":[0.0003027564,0.009941816,0.005025015,0.001703391,0.9459973,0.0001411668,0.0004004647,0.000133025,0.03635505],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02904988,"threshold_uncertainty_score":0.9996917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163851694176082,"score_gpt":0.284629323669444,"score_spread":0.2729908067276832,"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."}}