{"id":"W2065426053","doi":"10.12968/ijpn.2005.11.2.17671","title":"Evaluation of a pilot nurse-led, community-based treatment programme for lymphoedema","year":2005,"lang":"en","type":"article","venue":"International Journal of Palliative Nursing","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Psychosocial; Lymphedema; Quality of life (healthcare); Physical therapy; Breast cancer; Oncology nursing; Nursing; Cancer; Nurse education; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004803694,0.0008460403,0.0007820134,0.0008988235,0.00209778,0.0006607957,0.001881392,0.001494612,0.005228634],"category_scores_gemma":[0.009380348,0.0005991017,0.0008444315,0.0006574964,0.0009050558,0.0006836515,0.001542176,0.00167515,0.0004503242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250534,"about_ca_system_score_gemma":0.01126084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0186228,"about_ca_topic_score_gemma":0.03164035,"domain_scores_codex":[0.9967709,0.001830207,0.0001416208,0.0002218972,0.0004102301,0.0006251498],"domain_scores_gemma":[0.9920909,0.001858258,0.0005520245,0.0004393294,0.001071615,0.003987772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.0402138,0.6399496,0.02319778,0.002268494,0.0002559675,0.001453021,0.004357934,0.001937999,0.003700379,0.0002083822,0.002592056,0.2798645],"study_design_scores_gemma":[0.1056519,0.7596058,0.1235439,0.000274424,0.0002247632,0.0003362703,0.003369996,0.001650983,0.001176031,0.0001556356,0.003930956,0.00007935041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737391,0.0001378285,0.0005967062,0.0003663386,0.0001101654,0.02322193,0.0002190532,0.00007165303,0.001537101],"genre_scores_gemma":[0.9560509,0.0004805402,0.008455714,0.0007583094,0.0001966107,0.03173699,0.0005345256,0.00001514759,0.001771283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0186228,"threshold_uncertainty_score":0.03702879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1763728642204228,"score_gpt":0.4491047681283546,"score_spread":0.2727319039079318,"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."}}