{"id":"W3172298423","doi":"10.3390/curroncol28030206","title":"Colorectal Cancer Surgery Quality in Manitoba: A Population-Based Descriptive Analysis","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute in Oncology and Hematology; University of Manitoba; CancerCare Manitoba","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Medicine; Colorectal cancer; Population; Colonoscopy; General surgery; Cancer; Rectum; Health care; Descriptive statistics; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001326243,0.0002983237,0.0003675105,0.002965974,0.0009453605,0.001030815,0.0009261479,0.000317655,0.001279758],"category_scores_gemma":[0.003025258,0.0004597336,0.0005546652,0.006383939,0.000661316,0.0004952009,0.001152011,0.0005220931,0.0002245874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00622433,"about_ca_system_score_gemma":0.005606588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.627579,"about_ca_topic_score_gemma":0.6861323,"domain_scores_codex":[0.999102,0.0001523132,0.0001118986,0.0001312108,0.0003037741,0.0001987317],"domain_scores_gemma":[0.9970647,0.0004688872,0.0009376953,0.0001792586,0.0009724505,0.0003770753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002414492,0.00002991705,0.9975967,0.00002939287,0.00005108288,0.00004260366,0.0006091196,0.00005845878,0.0001332023,0.00002434604,0.0002494154,0.001151661],"study_design_scores_gemma":[0.000002767946,0.00003751353,0.9980282,0.00001661937,0.0000151848,0.00005881288,0.001397695,0.0001478154,0.00003373265,0.00001056597,0.0002448112,0.000006233417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948079,0.0002362376,0.0002023494,0.0001390736,0.000004894103,0.00008226194,0.003716458,0.00001639273,0.0007944065],"genre_scores_gemma":[0.9972522,0.0002443798,0.0002587365,0.0000831419,0.00000545084,0.0001025319,0.001803778,0.000004793177,0.000245029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.372421,"threshold_uncertainty_score":0.7492285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2053492296494012,"score_gpt":0.449823905891859,"score_spread":0.2444746762424578,"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."}}