{"id":"W1968318186","doi":"10.1097/sap.0b013e3182713ce0","title":"The Impact of Living With Severe Lower Extremity Lymphedema","year":2013,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University","funders":"","keywords":"Medicine; Lymphedema; Population; Physical therapy; Prospective cohort study; Surgery; 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":[0.000786349,0.0002359087,0.0002046423,0.0004521438,0.0002136587,0.0005448158,0.0001851973,0.000259823,0.00475576],"category_scores_gemma":[0.005160916,0.00006518251,0.0003325139,0.0003417971,0.0003430649,0.000343193,0.0005731726,0.000432353,0.0001833519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408024,"about_ca_system_score_gemma":0.0002017861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008147481,"about_ca_topic_score_gemma":0.001248442,"domain_scores_codex":[0.999234,0.0003090142,0.00006174858,0.00005324725,0.0002152868,0.0001268648],"domain_scores_gemma":[0.9959838,0.001170393,0.002003398,0.00009744596,0.0002222918,0.0005227053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284985,0.0001403117,0.9786663,0.00008132507,0.00009857974,0.0002950036,0.0002704669,0.0002807569,0.0005230859,0.00009501183,0.0003387175,0.01908201],"study_design_scores_gemma":[0.000003730152,0.0001982082,0.9976891,0.00003070454,0.00002028947,0.000959631,0.000316602,0.0001937275,0.00009631058,0.0001265612,0.0003591278,0.00000586673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969156,0.0003641759,0.00008075761,0.0001342984,0.000007162289,0.000009870281,0.0001051317,0.000003250961,0.002379846],"genre_scores_gemma":[0.9996455,0.00009823759,0.00005066429,0.00002312448,0.000006400204,0.000002520527,0.0000424167,4.159958e-7,0.0001306904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00475576,"threshold_uncertainty_score":0.01590961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049276364200391,"score_gpt":0.2944851236443671,"score_spread":0.2539923600023631,"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."}}