{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003140967,0.0001267262,0.0004843898,0.0001737907,0.00003181872,0.00000476582,0.000030789,0.00009910636,0.0004454843],"category_scores_gemma":[0.0002137628,0.00009601266,0.0001396511,0.0007312088,0.00005373392,0.0001210606,0.00001927046,0.00007623462,0.000005919674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305993,"about_ca_system_score_gemma":0.00007876704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004352786,"about_ca_topic_score_gemma":0.000003186155,"domain_scores_codex":[0.9988743,0.00002328682,0.0004446489,0.0001510831,0.0002292069,0.0002774498],"domain_scores_gemma":[0.998951,0.0004239052,0.0001554691,0.0001396686,0.000260214,0.00006980523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006259451,0.0003724729,0.9775485,0.0001112907,0.0001306411,0.000004203352,0.00004329688,4.619913e-7,0.0008539635,0.002721705,0.0006836705,0.0169038],"study_design_scores_gemma":[0.002400524,0.0001584122,0.9375831,0.00009304017,0.00009372562,0.00001477189,0.0000116521,0.0000227102,0.0301291,0.0001488978,0.02919944,0.0001446276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954222,0.0003388889,0.00004501558,0.0006699238,0.0007574904,0.0004423397,0.0000344071,0.00004542762,0.00224433],"genre_scores_gemma":[0.9980043,0.00003326573,0.0001978259,0.0001603735,0.0002543334,0.0002297304,0.0001099787,0.00001761865,0.0009925496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03996545,"threshold_uncertainty_score":0.4877741,"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."}}