{"id":"W4381936852","doi":"10.3390/surgeries4030031","title":"Characteristics and Perioperative Risk Factors for Persistent Pain after Breast Cancer Surgery: A Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Surgeries","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University Health Network; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Breast cancer; Prospective cohort study; Breast surgery; Analgesic; Neuropathic pain; Surgery; Anesthesia; Cancer; 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":[0.001846729,0.0004308796,0.0004981309,0.0006019332,0.0005421563,0.000884745,0.0004639837,0.0006940779,0.001480784],"category_scores_gemma":[0.003954787,0.0005871995,0.0009792839,0.00105341,0.0002974212,0.0007946547,0.0005434736,0.001132345,0.0002355761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349032,"about_ca_system_score_gemma":0.0005862538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003561204,"about_ca_topic_score_gemma":0.004301832,"domain_scores_codex":[0.9989772,0.0002903062,0.00009768506,0.000223536,0.0002300406,0.000181234],"domain_scores_gemma":[0.9972509,0.0005826972,0.001217072,0.0003380546,0.0002141156,0.0003971333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003496982,0.0001346604,0.998509,0.000009271144,0.0001544615,0.00005929796,0.0000415113,0.00002322717,0.00009886694,0.000008149299,0.00006450141,0.0005472906],"study_design_scores_gemma":[0.00007906383,0.0006317195,0.9983081,0.00001317165,0.0001236094,0.0002863709,0.0001473218,0.0002115971,0.00003616211,0.00001689146,0.0001374518,0.000008488845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991683,0.0002519458,0.0001050559,0.00003185169,0.000009558084,0.00002733155,0.0002876387,0.000001974832,0.0001163771],"genre_scores_gemma":[0.9990562,0.0001843346,0.0001325479,0.00003604564,0.00001691681,0.00003570474,0.0004131893,0.000002099201,0.0001230581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003561204,"threshold_uncertainty_score":0.009766579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159846645198868,"score_gpt":0.2544581928101067,"score_spread":0.2384735282902199,"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."}}