{"id":"W4396833906","doi":"10.1007/s00238-024-02189-y","title":"Dutch translation and cultural adaptation of new LYMPH-Q- scales measuring impact on work and lymphedema worry","year":2024,"lang":"en","type":"article","venue":"European Journal of Plastic Surgery","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Lymphedema; Medicine; Worry; Plastic surgery; Adaptation (eye); Work (physics); General surgery; Radiology; Surgery; Cancer; Internal medicine; Psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006823248,0.0001358161,0.0003384357,0.0002425495,0.00003046611,0.00005624138,0.00002657414,0.00002008768,0.00002204511],"category_scores_gemma":[0.0006688185,0.00008690811,0.0001920193,0.0001762062,0.00004390155,0.0001745199,0.000006618639,0.00001969471,0.000005053133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004555742,"about_ca_system_score_gemma":0.0001977183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005702072,"about_ca_topic_score_gemma":2.85141e-7,"domain_scores_codex":[0.9987305,0.0001878959,0.0005298216,0.0001169593,0.0003180906,0.0001166864],"domain_scores_gemma":[0.9976839,0.001741945,0.000183388,0.00006133173,0.00007917728,0.0002502805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003755464,0.000158001,0.5551267,0.001143306,0.000799323,0.001311444,0.006059383,0.00133985,0.001395029,0.0000238087,0.002471494,0.4264162],"study_design_scores_gemma":[0.001141615,0.0001909957,0.9899727,0.005780711,0.0004149966,0.0005213617,0.00107478,0.0005963939,0.0001029291,0.000008638242,0.0000792894,0.0001155601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842447,0.01312688,0.001665887,0.00007948669,0.0005878586,0.00004942544,0.000004493913,0.00001762205,0.000223616],"genre_scores_gemma":[0.9991249,0.000225036,0.0001230744,0.00001499638,0.0004565086,1.619227e-7,0.000004067142,0.0000221474,0.00002913142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.434846,"threshold_uncertainty_score":0.354401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07319188844138176,"score_gpt":0.2758449622462869,"score_spread":0.2026530738049052,"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."}}