{"id":"W4388225564","doi":"10.3389/fpain.2023.1173675","title":"Development and expansion of a pediatric transitional pain service to prevent complex chronic pain","year":2023,"lang":"en","type":"article","venue":"Frontiers in Pain Research","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Chronic pain; Medicine; Rehabilitation; Analgesic; Health care; Physical therapy; Service (business); Intensive care medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002869184,0.0002928896,0.0002730505,0.0006774325,0.001964708,0.001320229,0.001676028,0.001066596,0.01063488],"category_scores_gemma":[0.006121942,0.0002322865,0.0009234221,0.0006607232,0.000805604,0.001406912,0.00407511,0.00325431,0.001182642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003493504,"about_ca_system_score_gemma":0.03094723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008918892,"about_ca_topic_score_gemma":0.02659922,"domain_scores_codex":[0.9978864,0.0006362844,0.0001908212,0.0001494241,0.0005775446,0.000559627],"domain_scores_gemma":[0.9904873,0.0007906866,0.0007521411,0.0002171571,0.001773349,0.005979357],"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":[0.0003152498,0.00306191,0.06179928,0.00114414,0.00006335464,0.002496916,0.003467592,0.0008598791,0.00243016,0.008155357,0.08441789,0.8317882],"study_design_scores_gemma":[0.001111805,0.01034985,0.2586005,0.004134851,0.0002166928,0.01076215,0.01285284,0.004406322,0.00327702,0.005314499,0.6887999,0.0001736393],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4968723,0.02188504,0.08319692,0.2153734,0.01322356,0.01149021,0.001541501,0.002729392,0.1536877],"genre_scores_gemma":[0.5969281,0.02648914,0.2963129,0.0365712,0.0035269,0.007200978,0.001536543,0.000310313,0.03112401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063488,"threshold_uncertainty_score":0.03557718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07691780086246398,"score_gpt":0.3587948522831687,"score_spread":0.2818770514207047,"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."}}