{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00400637,0.0003437682,0.000812475,0.002491804,0.009447046,0.007481438,0.001945717,0.004578436,0.01117861],"category_scores_gemma":[0.01205764,0.0004202139,0.0008100684,0.004664428,0.005975482,0.00468727,0.003006768,0.007188614,0.0006989601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06420954,"about_ca_system_score_gemma":0.1844554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829762,"about_ca_topic_score_gemma":0.9893404,"domain_scores_codex":[0.9952101,0.0005644984,0.0002503416,0.0002627212,0.002498492,0.001213791],"domain_scores_gemma":[0.9769443,0.003428062,0.001373828,0.0002220623,0.01022067,0.007811149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009649911,0.0000990802,0.08950563,0.001884943,0.0001150481,0.001242764,0.01104983,0.0002896631,0.0006363053,0.01912025,0.5824414,0.2935185],"study_design_scores_gemma":[0.00004154037,0.00008101486,0.2029627,0.005136,0.0001677211,0.001981547,0.05762719,0.0005374511,0.0003279219,0.01066648,0.7202095,0.0002609591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008346414,0.05122397,0.0002379118,0.9281883,0.001769987,0.00001417113,0.0006036838,0.00005001997,0.00956558],"genre_scores_gemma":[0.3448768,0.2533996,0.003549835,0.377412,0.005857853,0.00006305787,0.001041052,0.0001132099,0.01368671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06420954,"threshold_uncertainty_score":0.465875,"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."}}