{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001171222,0.0001942478,0.0004841877,0.0001193012,0.0001926433,0.00005088171,0.00002503201,0.00004090653,0.0001450285],"category_scores_gemma":[0.0002291977,0.000146072,0.0001551286,0.0001985076,0.0001146929,0.00006563137,0.00002485186,0.00007972799,0.000006043897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006781226,"about_ca_system_score_gemma":0.00006915288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002539088,"about_ca_topic_score_gemma":0.00006270219,"domain_scores_codex":[0.9988317,0.0001648053,0.0002106308,0.0003289685,0.0001967356,0.0002671758],"domain_scores_gemma":[0.9989848,0.0005436003,0.00007805333,0.0001604656,0.0001361036,0.00009694567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005134465,0.000105261,0.9887665,0.0001175585,0.0004412757,0.00005485875,0.007678326,6.973553e-7,0.000002837937,0.00001091892,0.00121994,0.001088408],"study_design_scores_gemma":[0.0002271729,0.0001616411,0.9809242,0.00005521105,0.0003100357,0.000004225913,0.01293201,0.000130686,0.000005052461,0.000004808204,0.005076583,0.0001683043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968678,0.00008003646,0.00002308425,0.0007984113,0.00009550423,0.001892524,0.0001153396,0.0001014822,0.00002580521],"genre_scores_gemma":[0.9954485,0.0003306536,0.00001083527,0.0002370297,0.0001036055,0.001519174,0.00006993425,0.00003174318,0.002248553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007842199,"threshold_uncertainty_score":0.5956642,"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."}}