{"id":"W2548040535","doi":"10.1002/jso.24492","title":"Utilization of pre‐operative imaging for colon cancer: A population‐based study","year":2016,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Abdomen; Guideline; Poisson regression; Pelvis; Population; Retrospective cohort study; Clinical Practice; Colorectal cancer; Cancer; General surgery; Radiology; Surgery; Internal medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007224036,0.0002358336,0.0002947263,0.0008232194,0.0006250339,0.000788086,0.0005241835,0.0005299607,0.001213681],"category_scores_gemma":[0.002384045,0.000453755,0.0004184421,0.001793785,0.0004689075,0.000586896,0.0004580967,0.0004884085,0.000277313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146958,"about_ca_system_score_gemma":0.001681958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1109633,"about_ca_topic_score_gemma":0.1597826,"domain_scores_codex":[0.9992611,0.0001240103,0.00007033066,0.0001472441,0.0002470578,0.0001503418],"domain_scores_gemma":[0.9979947,0.0002067473,0.001133177,0.0001235213,0.0002835202,0.0002583412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002253477,0.00003029477,0.9994411,0.000006842788,0.00001859935,0.00003269017,0.00007593563,0.000007635503,0.00005669839,0.000003247497,0.00004929407,0.0002551819],"study_design_scores_gemma":[0.000005197977,0.00006508805,0.9994653,0.000004909739,0.000009457534,0.0001117566,0.0001955117,0.0000507255,0.00001132272,0.000002977745,0.0000759274,0.000001902828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991365,0.0001029553,0.00003776587,0.00004217871,0.000002349999,0.00002307857,0.0004076534,0.000001887757,0.000245591],"genre_scores_gemma":[0.9993864,0.00009530073,0.00005742025,0.00003405501,0.000005870874,0.00001747712,0.0003246756,9.920298e-7,0.00007778435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1109633,"threshold_uncertainty_score":0.2206348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06222034405710265,"score_gpt":0.4317734310490871,"score_spread":0.3695530869919844,"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."}}