{"id":"W4382501619","doi":"10.1001/jamaoto.2023.1473","title":"Rehabilitation Interventions for Head and Neck Cancer–Associated Lymphedema","year":2023,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; University of Calgary","funders":"","keywords":"Observational study; Medicine; Randomized controlled trial; Physical therapy; Psychological intervention; Lymphedema; Rehabilitation; Surgery; Cancer; Internal medicine; Breast cancer; Psychiatry","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":[0.009298458,0.0009157425,0.003114006,0.004761884,0.0007340327,0.002647432,0.001314016,0.002528052,0.008960234],"category_scores_gemma":[0.05916477,0.0004284583,0.003741624,0.004561665,0.0008757723,0.002003929,0.001295394,0.001684048,0.0006852013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003066105,"about_ca_system_score_gemma":0.008187766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004306747,"about_ca_topic_score_gemma":0.009472072,"domain_scores_codex":[0.9887295,0.00556146,0.003039418,0.000530618,0.001846271,0.0002927146],"domain_scores_gemma":[0.9612457,0.03004381,0.006001079,0.0003785806,0.002000821,0.0003300689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005100562,0.000161294,0.002791398,0.7323201,0.004268451,0.0001745169,0.0003969871,0.0002217414,0.0002707096,0.000752414,0.006146259,0.251986],"study_design_scores_gemma":[0.001279054,0.0007189893,0.01462931,0.9235622,0.014581,0.0006866453,0.00072127,0.0002539528,0.0003768074,0.0009858375,0.04215882,0.00004614739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001963884,0.9951074,0.000143822,0.001157557,0.0003170658,0.0002498156,0.0001607101,0.000008824451,0.0008909754],"genre_scores_gemma":[0.04446707,0.9502575,0.001388508,0.001932927,0.000469134,0.0009251056,0.0002411351,0.000006814704,0.0003117952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009298458,"threshold_uncertainty_score":0.04917556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107570409834093,"score_gpt":0.3991329059617005,"score_spread":0.2915624961276075,"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."}}