{"id":"W2092693807","doi":"10.1177/1553350611415868","title":"Midterm Outcomes of Laparoscopic Surgery for Rectal Cancer","year":2012,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Laparoscopic surgery; Surgery; General surgery; Colorectal cancer; Laparoscopy; Cancer surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007911466,0.000112886,0.0002656314,0.001099898,0.0003455043,0.000536476,0.0002391814,0.0002213054,0.001249091],"category_scores_gemma":[0.006091624,0.00007884231,0.000489015,0.0005975256,0.000221371,0.0005722776,0.0005816915,0.0003171554,0.0001901113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000317199,"about_ca_system_score_gemma":0.0002579769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005595346,"about_ca_topic_score_gemma":0.001418475,"domain_scores_codex":[0.9994001,0.000149075,0.0001096134,0.00005321874,0.0001726708,0.0001153345],"domain_scores_gemma":[0.9941617,0.001142172,0.003519129,0.0001371423,0.0003916207,0.0006482546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001338794,0.00002288585,0.9935797,0.00002937696,0.00005999859,0.0001941292,0.00008155374,0.00004609527,0.0000875625,0.00003156534,0.000151218,0.005581897],"study_design_scores_gemma":[0.000004199398,0.0002409819,0.9971983,0.00002224269,0.00003233047,0.001703149,0.0002170761,0.00007298789,0.00007639501,0.00004658643,0.0003781045,0.000007509045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971852,0.001619259,0.0001436908,0.0001155868,0.0000184033,0.000005072465,0.0002748696,0.000004147506,0.0006336936],"genre_scores_gemma":[0.9991086,0.0002954422,0.00006490147,0.00003752385,0.00002973577,0.000005253342,0.0003655849,0.000001230275,0.00009175821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001249091,"threshold_uncertainty_score":0.004184008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08285455175186841,"score_gpt":0.3873773078403671,"score_spread":0.3045227560884987,"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."}}