{"id":"W4362507364","doi":"10.1111/anae.16011","title":"Risk factors and prediction modelling for chronic post‐surgical pain after breast cancer surgery","year":2023,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"","keywords":"Medicine; Breast cancer; Citation; Chronic pain; Cancer; Library science; Physical therapy; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00321943,0.0002889404,0.0007130434,0.0004444782,0.0007534946,0.001445134,0.0006624683,0.00292228,0.003352778],"category_scores_gemma":[0.02546061,0.0002962304,0.001140435,0.0005574015,0.000387202,0.0008207615,0.0005899098,0.004704385,0.001057615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086235,"about_ca_system_score_gemma":0.001947018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01707307,"about_ca_topic_score_gemma":0.03213653,"domain_scores_codex":[0.998606,0.0007349784,0.0001820883,0.0000758428,0.0002510397,0.000149952],"domain_scores_gemma":[0.9825048,0.01395656,0.001006858,0.0003716637,0.001448606,0.0007115027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001386756,0.0006637419,0.6836138,0.0002594415,0.0004290407,0.005102905,0.001205606,0.007458674,0.000392565,0.005776008,0.2000498,0.09366159],"study_design_scores_gemma":[0.0007405381,0.001426062,0.4943562,0.001930444,0.001032248,0.01139369,0.005726778,0.3061534,0.0006822033,0.0794716,0.09674527,0.0003416165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2052959,0.004480913,0.007100722,0.7640769,0.006401898,0.00008772658,0.002190253,0.0001049847,0.01026065],"genre_scores_gemma":[0.9178389,0.005246572,0.00816133,0.04155482,0.01239751,0.000226507,0.0009858243,0.00006308045,0.01352548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01707307,"threshold_uncertainty_score":0.03394735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199432952565827,"score_gpt":0.2391770410830281,"score_spread":0.2192337458264454,"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."}}