{"id":"W4318817724","doi":"10.21203/rs.3.rs-2490699/v1","title":"Scientific Interest in Lymphedema Rehabilitation; A Bibliometric Analysis","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Lymphedema; Multidisciplinary approach; Medicine; Scopus; Library science; Family medicine; Physical therapy; MEDLINE; Cancer; Social science; Political science; Breast cancer; Internal medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01552762,0.0008137123,0.002672747,0.1886006,0.001377506,0.005633299,0.001136601,0.0008311836,0.005809402],"category_scores_gemma":[0.08874802,0.0003634121,0.003926994,0.1941283,0.001069003,0.004367115,0.00284773,0.0006241802,0.0009157019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00329366,"about_ca_system_score_gemma":0.004443977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002702339,"about_ca_topic_score_gemma":0.002218192,"domain_scores_codex":[0.9730071,0.00597631,0.006230244,0.001367425,0.01277512,0.0006438256],"domain_scores_gemma":[0.9061882,0.06339986,0.01747141,0.001921558,0.009799267,0.001219716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007855599,0.0004022807,0.6722107,0.04340981,0.01114075,0.0008326599,0.002920881,0.003677012,0.000968594,0.004545434,0.01723964,0.2418667],"study_design_scores_gemma":[0.000246247,0.000550798,0.8965664,0.009829693,0.009521925,0.002504219,0.009887798,0.01520085,0.001536501,0.01008421,0.04379661,0.0002747242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7435715,0.09114907,0.01499078,0.007472901,0.0007830158,0.004512953,0.08917512,0.000854131,0.04749052],"genre_scores_gemma":[0.9597151,0.01551962,0.008528578,0.0002041766,0.0005049653,0.002375586,0.01216433,0.00006244341,0.0009250434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8113994,"threshold_uncertainty_score":0.08211887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2564288083729076,"score_gpt":0.4824389443335789,"score_spread":0.2260101359606713,"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."}}