{"id":"W2121020055","doi":"10.1007/s00464-008-9896-x","title":"Can community surgeons perform laparoscopic colorectal surgery with outcomes equivalent to tertiary care centers?","year":2008,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph's Hospital; North York General Hospital","funders":"","keywords":"Medicine; Colorectal surgery; Hepatology; Abdominal surgery; Surgery; Colorectal cancer; Pneumonia; Laparoscopy; Prospective cohort study; General surgery; Complication; Mortality rate; Cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022925,0.0005503772,0.001308488,0.0002550028,0.0005525796,0.00002834994,0.0002274106,0.0001677886,0.000888148],"category_scores_gemma":[0.0001432981,0.0003928849,0.000442938,0.0005605891,0.0003351419,0.0001055655,0.00022944,0.0007427889,0.000115496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007937229,"about_ca_system_score_gemma":0.0004842236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003061011,"about_ca_topic_score_gemma":0.001155221,"domain_scores_codex":[0.9967633,0.0003100534,0.0005497938,0.0005547379,0.0008456956,0.0009763709],"domain_scores_gemma":[0.9968582,0.001098254,0.0001092573,0.0007238414,0.0002032097,0.001007178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002661903,0.0006817658,0.9912275,0.0001249347,0.0002428572,0.002677035,0.001321406,0.000005117592,0.00006170529,0.00001196705,0.000407516,0.0005762755],"study_design_scores_gemma":[0.01019077,0.001292029,0.9740318,0.0003006716,0.0001474429,0.0007641929,0.0005042181,0.000007205033,0.007946458,0.000005255814,0.004347784,0.0004621966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920899,0.0002364263,0.000002039297,0.001289493,0.0004522449,0.001027669,0.0001372338,0.0002842335,0.004480721],"genre_scores_gemma":[0.997777,0.0001303531,0.0001550381,0.0006539363,0.00008112173,0.0002908277,0.0002540436,0.00007563161,0.0005820116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01719574,"threshold_uncertainty_score":0.9998523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020719711971991,"score_gpt":0.2950222210181898,"score_spread":0.2648150238984698,"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."}}