{"id":"W4404174137","doi":"10.70472/aqhu5357","title":"The Rising Prevalence of Lymphedema in Canada: A continuing dialogue.","year":2017,"lang":"en","type":"article","venue":"Pathways.","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lymphedema; Geography; Medicine; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002450874,0.00006808654,0.0001884138,0.00001556356,0.0001184529,0.00002201813,0.0001719172,0.00001972528,0.00001258376],"category_scores_gemma":[0.001049846,0.00004378983,0.0000386055,0.00002422566,0.00006705509,0.0000467008,0.00004625514,0.000006832706,0.000003631369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745577,"about_ca_system_score_gemma":0.000960486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.478255,"about_ca_topic_score_gemma":0.3532451,"domain_scores_codex":[0.9992265,0.00003439662,0.0002379267,0.0001144539,0.000215789,0.0001709913],"domain_scores_gemma":[0.9990321,0.0001826528,0.0001850902,0.000475947,0.00005008774,0.00007416661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004697608,0.00002243654,0.9831055,0.0003307213,0.00001275717,0.00006975735,0.0004346842,0.00000110543,0.001242972,0.0002319385,0.0002230158,0.01427812],"study_design_scores_gemma":[0.001059816,0.00001956475,0.9943277,0.0008334476,0.00003711342,0.00001501559,0.0004685585,0.0002823196,0.002544736,0.0001227664,0.0002292988,0.00005963922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991219,0.002421098,0.000008649293,0.0001809391,0.0002210051,0.0002031483,0.0000159237,0.00000689282,0.005723356],"genre_scores_gemma":[0.9995736,0.00009399015,0.00002310428,0.00004641148,0.00007045461,0.00001311642,9.768132e-7,0.0000064975,0.0001718146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1250099,"threshold_uncertainty_score":0.6585565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244797815742071,"score_gpt":0.2505069339240973,"score_spread":0.2260271523498902,"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."}}