{"id":"W7096210975","doi":"","title":"Research Article A Retrospective Study of Postmastectomy Pain Syndrome: Incidence, Characteristics, Risk Factors, and Influence on Quality of Life","year":2013,"lang":"en","type":"article","venue":"","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Logistic regression; Retrospective cohort study; Breast cancer; Risk factor; Attribution; Quality (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006116643,0.0002682022,0.0003766151,0.001077624,0.0004614431,0.0003617285,0.0002169468,0.000293754,0.001954391],"category_scores_gemma":[0.001557995,0.0003937208,0.0003782879,0.001279049,0.0003991098,0.0006399521,0.0003994291,0.0003125425,0.000279372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002927361,"about_ca_system_score_gemma":0.0004849949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666141,"about_ca_topic_score_gemma":0.001631961,"domain_scores_codex":[0.9994969,0.0001275747,0.00007766352,0.0001089479,0.0001087159,0.00008021889],"domain_scores_gemma":[0.9991949,0.0001494973,0.0003154075,0.0000740542,0.0001043294,0.0001617392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007035396,0.00006633296,0.9980148,0.00001556812,0.00002413172,0.0003154703,0.0001213767,0.00001404545,0.0001583375,0.00001417804,0.00007523574,0.001110232],"study_design_scores_gemma":[0.00002234863,0.0005154579,0.994424,0.000009979422,0.0000343509,0.003728389,0.0005433625,0.00008990419,0.0001164293,0.00002167036,0.0004862933,0.000007847324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992371,0.0002475922,0.0001050488,0.00001513826,0.000004541686,0.00002720935,0.0001765762,0.000001361658,0.0001855977],"genre_scores_gemma":[0.9991037,0.0001571816,0.0001059569,0.00003503426,0.00001522399,0.00004640086,0.000372651,0.000001015477,0.0001627574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001954391,"threshold_uncertainty_score":0.006538033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515730280311051,"score_gpt":0.3256259591771747,"score_spread":0.2904686563740642,"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."}}