{"id":"W4406390447","doi":"10.1016/j.yhls.2014.03.095","title":"10.1016/j.yhls.2014.03.095","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Lymphedema; Axilla; Breast surgery; Surgery; General surgery; Oncology; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000593915,0.0007891347,0.0004599539,0.001167129,0.0008733518,0.002306451,0.0008252399,0.00242651,0.8879365],"category_scores_gemma":[0.001209288,0.0002975423,0.0004835355,0.0005412308,0.0008285606,0.001771336,0.001264514,0.00137223,0.7929497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000633356,"about_ca_system_score_gemma":0.00109542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001805447,"about_ca_topic_score_gemma":0.001627375,"domain_scores_codex":[0.9998038,0.00002073955,0.00001430775,0.00004948009,0.00005825616,0.00005342283],"domain_scores_gemma":[0.9992715,0.0001051645,0.00008030557,0.0000450424,0.0001355531,0.0003625441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003245432,0.0002830701,0.004956987,0.000458625,0.0000370952,0.0005976807,0.0001756353,0.0001791185,0.001450193,0.006938182,0.3086257,0.6759732],"study_design_scores_gemma":[0.00005793247,0.0001381391,0.00621421,0.0008254168,0.00003572065,0.003287758,0.0003551189,0.0002032463,0.0005752883,0.005629248,0.9826493,0.00002848148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006935915,0.01523239,0.003192313,0.01206747,0.004066608,0.0001073216,0.003378746,0.001928727,0.9530906],"genre_scores_gemma":[0.01730626,0.004636874,0.001833698,0.002289388,0.001047534,0.00006450604,0.001676396,0.0002571345,0.9708881],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1120635,"threshold_uncertainty_score":0.1598449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006558972188423245,"score_gpt":0.1970086755755082,"score_spread":0.190449703387085,"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."}}