{"id":"W1980943790","doi":"10.1002/jso.21197","title":"Is lymph node count an ideal quality indicator for cancer care?","year":2008,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; American Society of Clinical Oncology","keywords":"Medicine; Lymph node; Population; Cancer; Quality (philosophy); Node (physics); Lymph; Oncology; Surgery; Internal medicine; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00678333,0.0007443971,0.003299139,0.002282119,0.0002894894,0.00198094,0.001803953,0.001850355,0.001537725],"category_scores_gemma":[0.01483354,0.0002877596,0.0008015621,0.00330541,0.001745494,0.002461357,0.0006598328,0.002600102,0.00105266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001850972,"about_ca_system_score_gemma":0.002323086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003659948,"about_ca_topic_score_gemma":0.004300999,"domain_scores_codex":[0.9972377,0.001140682,0.0004023933,0.0002348069,0.0009139387,0.00007040143],"domain_scores_gemma":[0.9945273,0.003525017,0.0006197297,0.00009126502,0.001110135,0.0001265169],"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":[0.0001203071,0.00004764329,0.00260601,0.01690871,0.0002501177,0.0001268184,0.0001221149,0.0003116095,0.0002274409,0.01071501,0.03168835,0.9368759],"study_design_scores_gemma":[0.0002012062,0.0005447453,0.01704061,0.07882477,0.0009867253,0.003226839,0.001147961,0.001194906,0.0006531859,0.0325161,0.8634995,0.000163418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002010152,0.9917115,0.0006732924,0.00565424,0.0006656463,0.0000119035,0.00002911933,0.000008474402,0.001044826],"genre_scores_gemma":[0.00374264,0.9918339,0.001945337,0.001484465,0.0006171312,0.00002563646,0.00004172908,0.000004738864,0.0003043596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00678333,"threshold_uncertainty_score":0.03587413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358902490623219,"score_gpt":0.4848895874603335,"score_spread":0.3489993383980116,"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."}}