{"id":"W3118826311","doi":"10.1097/dcr.0000000000001809","title":"Minimally Invasive Surgical Approaches Are Safe and Appropriate in N2 Colorectal Cancer","year":2020,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Colorectal cancer; Perioperative; Retrospective cohort study; Surgery; Colectomy; Univariate analysis; General surgery; Anastomosis; Colorectal surgery; Cancer; Multivariate analysis; Internal medicine; Abdominal surgery","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007167514,0.0001754382,0.0002843517,0.0004239211,0.0003834396,0.0008263903,0.0002262048,0.0002546621,0.002313536],"category_scores_gemma":[0.005264542,0.00009078249,0.0004287198,0.0006137535,0.0004635482,0.0006049394,0.0006435657,0.0003406112,0.0002999728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003807959,"about_ca_system_score_gemma":0.0005241538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000801676,"about_ca_topic_score_gemma":0.003382545,"domain_scores_codex":[0.9992356,0.0001738901,0.00009020042,0.0001047282,0.0002852133,0.0001103818],"domain_scores_gemma":[0.996536,0.0006081273,0.002102871,0.000145169,0.0002622169,0.0003456368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003567252,0.00004133692,0.977375,0.0001694864,0.00006532861,0.0006451246,0.0001423121,0.0002160573,0.001219196,0.000180393,0.0006328591,0.01895612],"study_design_scores_gemma":[0.00002045812,0.0003480334,0.9927518,0.0001140638,0.00003407172,0.002336214,0.0005855702,0.0002344503,0.0004712846,0.0005082345,0.002585599,0.00001018494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914994,0.00224479,0.0008465809,0.0004177776,0.00004320087,0.00003735078,0.0005306609,0.00001287576,0.004367365],"genre_scores_gemma":[0.9979844,0.0007023903,0.0004650065,0.000111848,0.00004479064,0.00002440779,0.0004789486,0.000006721368,0.000181513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002313536,"threshold_uncertainty_score":0.007739484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960181431287115,"score_gpt":0.2649695476621344,"score_spread":0.2253677333492632,"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."}}