{"id":"W1914050157","doi":"","title":"Breast cancer-related lymphedema: women's experiences with an underestimated condition.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Lymphedema; Medicine; Breast cancer; Physical therapy; Focus group; Activities of daily living; Cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001033835,0.0001547052,0.000251985,0.00007521938,0.00009678893,0.00004300884,0.00008138305,0.00006029629,0.001122902],"category_scores_gemma":[0.00001764965,0.0001064023,0.00003100045,0.0002372671,0.0001101734,0.0002842797,0.00001138217,0.000008778604,0.00003633053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004000837,"about_ca_system_score_gemma":0.0002184399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006555039,"about_ca_topic_score_gemma":0.00001579144,"domain_scores_codex":[0.9987333,0.000038479,0.0002255317,0.0002700731,0.0003005876,0.0004320276],"domain_scores_gemma":[0.9990236,0.00003063387,0.00008883436,0.0002303904,0.00008888133,0.000537698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006233342,0.008620491,0.4581345,0.00122137,0.002730062,0.0008267694,0.0842506,0.0005452926,0.0001311682,0.001469185,0.01588855,0.4199487],"study_design_scores_gemma":[0.006870749,0.0001426229,0.9647946,0.00009938901,0.0002159563,0.001178602,0.02472202,0.0006894848,0.0003574861,0.00005100578,0.0005244764,0.0003536244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946159,0.0003464456,0.0000113403,0.0009471806,0.0001044524,0.0006842719,0.00002637594,0.0003289928,0.002935026],"genre_scores_gemma":[0.990022,0.000008465609,0.00006802048,0.000561216,0.0001937586,0.008268543,0.00003185109,0.00002175428,0.0008244116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5066601,"threshold_uncertainty_score":0.9997902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506161928403714,"score_gpt":0.256647509305319,"score_spread":0.2415858900212818,"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."}}