{"id":"W4391384205","doi":"10.3390/healthcare12030360","title":"Innovative Program to Prevent Pediatric Chronic Postsurgical Pain: Patient Partner Feedback on Intervention Development","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; York University","funders":"","keywords":"Biopsychosocial model; Psychological intervention; Thematic analysis; Chronic pain; Intervention (counseling); Anxiety; Medicine; Perioperative; Mental health; Physical therapy; Clinical psychology; Psychology; Qualitative research; 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":[],"consensus_categories":[],"category_scores_codex":[0.00108402,0.0002563189,0.0002929689,0.0005656297,0.00008142895,0.00004999198,0.0001086248,0.000133929,0.00009329201],"category_scores_gemma":[0.0001553865,0.0002194436,0.0001100719,0.001546019,0.00001785465,0.00006426203,0.000136131,0.0004245113,0.0002781424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526226,"about_ca_system_score_gemma":0.0004317112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003175619,"about_ca_topic_score_gemma":0.0000224039,"domain_scores_codex":[0.9973924,0.000266287,0.0006476425,0.0005902188,0.0005917407,0.0005116997],"domain_scores_gemma":[0.9989845,0.00009570155,0.00008785266,0.0003156833,0.0002404103,0.0002759246],"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":[0.0001221344,0.0008713015,0.0131005,0.003397127,0.0000659291,0.0002160731,0.0008562632,0.000002180209,0.000007356855,0.0006327535,0.04447524,0.9362531],"study_design_scores_gemma":[0.001029198,0.01753588,0.1604825,0.003646931,0.0001237359,0.00003340904,0.0004369526,0.00076997,0.0007823847,0.0003050095,0.8139942,0.0008597832],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317,0.006864031,0.003673534,0.03936744,0.0008832457,0.01147074,0.00002301683,0.003476416,0.002541612],"genre_scores_gemma":[0.9918246,0.0002360265,0.003052161,0.002234788,0.0005332325,0.001129111,0.0001678146,0.00005032087,0.000771923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9353933,"threshold_uncertainty_score":0.8948648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02896072403083226,"score_gpt":0.3624481588662766,"score_spread":0.3334874348354443,"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."}}