{"id":"W4411281479","doi":"10.1002/ejp.70059","title":"Deciphering Pain Experience in Adult Patients With Sickle Cell Disease: A Network Analysis of Pain‐Related Factors in a Single French Sickle Cell Centre","year":2025,"lang":"en","type":"article","venue":"European Journal of Pain","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Disease; Medicine; Cell; Sickle cell anemia; Physical therapy; Internal medicine; Genetics; Biology","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":[0.006287992,0.0002331806,0.0005333815,0.0006432045,0.00006428968,0.00002832138,0.0004760641,0.00004884914,0.0005645544],"category_scores_gemma":[0.0007071306,0.0001975104,0.0001567788,0.002240475,0.00009481203,0.0001067003,0.00008911099,0.0005614226,0.00000698421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457291,"about_ca_system_score_gemma":0.0001027651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001790088,"about_ca_topic_score_gemma":0.0004072342,"domain_scores_codex":[0.9882335,0.009095863,0.001198383,0.0003312934,0.0004948294,0.0006461292],"domain_scores_gemma":[0.997449,0.001048593,0.000602197,0.0003781853,0.0001910862,0.0003309748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002953165,0.001243601,0.9732749,0.0001287518,0.000115106,0.0003968748,0.01027751,0.004037366,0.00006706228,0.00001094184,0.001074857,0.009077663],"study_design_scores_gemma":[0.00285751,0.0008023125,0.9857481,0.000885309,0.00008730041,2.241951e-7,0.005037099,0.003140741,0.00005057705,0.0000192731,0.001142182,0.0002294241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931547,0.000500166,0.002968625,0.00009273803,0.0001566395,0.0003123096,0.00001098392,0.00001156118,0.002792285],"genre_scores_gemma":[0.9983506,0.00001623552,0.0005391158,0.0002686023,0.00003160815,0.00000324967,0.00001974207,0.00003151763,0.0007393631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247309,"threshold_uncertainty_score":0.8054242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822071935604775,"score_gpt":0.2925764422463687,"score_spread":0.274355722890321,"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."}}