{"id":"W4240557056","doi":"10.1016/s0360-3016(04)01581-0","title":"Arm lymphedema in breast cancer patients: Is it always related to treatment","year":2004,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Regional Cancer Foundation; Ontario Clinical Oncology Group; McMaster University; Western University; Sunnybrook Health Science Centre; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Lymphedema; Breast cancer; Contraindication; Surgery; Cancer; Randomized controlled trial; 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":[0.0009846387,0.0001864566,0.0004973405,0.000756886,0.0004009985,0.0007656825,0.0002632137,0.0009998817,0.003884698],"category_scores_gemma":[0.01042179,0.0001844278,0.000400985,0.001107796,0.0004217879,0.001143369,0.0003154929,0.0006886934,0.0003798132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115269,"about_ca_system_score_gemma":0.0004523601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009137109,"about_ca_topic_score_gemma":0.002092035,"domain_scores_codex":[0.9992348,0.0002561844,0.00009046499,0.00006282752,0.0002040323,0.0001518006],"domain_scores_gemma":[0.9948407,0.002568245,0.001966021,0.0001024269,0.0002680263,0.000254608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008117523,0.0001407496,0.917565,0.0004225188,0.0001575563,0.002141563,0.0003397029,0.00009321237,0.0007405379,0.0001621914,0.002176206,0.07524899],"study_design_scores_gemma":[0.00004391179,0.0003666283,0.9820297,0.0004013574,0.0002995234,0.01182747,0.001166498,0.0002393391,0.0002694632,0.0005201276,0.002810844,0.00002508904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588366,0.02273989,0.0003435641,0.006039755,0.0002987995,0.00003004218,0.0003004841,0.00001779935,0.01139304],"genre_scores_gemma":[0.9934644,0.004518081,0.0001418413,0.0009307667,0.0004987831,0.000008678442,0.0000798967,0.000004688648,0.0003528437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003884698,"threshold_uncertainty_score":0.0129956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878868563573664,"score_gpt":0.3394946385806807,"score_spread":0.3207059529449441,"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."}}