{"id":"W3134927510","doi":"10.1007/s12029-021-00612-2","title":"Impact of BMI on Adverse Events After Laparoscopic and Open Surgery for Rectal Cancer","year":2021,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Cancer","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Body mass index; Laparoscopy; Laparoscopic surgery; Colorectal cancer; Surgery; Hazard ratio; Odds ratio; Retrospective cohort study; Cancer; Adverse effect; Internal medicine; Confidence interval","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":[0.001134591,0.0002247352,0.0005645109,0.0005135202,0.0003112419,0.0007505954,0.000271449,0.000398412,0.002360393],"category_scores_gemma":[0.00854385,0.0001330315,0.002180361,0.000622256,0.0002461,0.000616881,0.0005789599,0.001282092,0.0001654345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824902,"about_ca_system_score_gemma":0.0006279681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812373,"about_ca_topic_score_gemma":0.007155343,"domain_scores_codex":[0.9988831,0.0003579227,0.0001559166,0.0001158181,0.0002368209,0.0002504504],"domain_scores_gemma":[0.9944306,0.001714466,0.002067151,0.0001690722,0.0004339024,0.001184746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009309958,0.000252615,0.9750405,0.0001371172,0.001354436,0.0001277177,0.00006540913,0.000284956,0.0003821765,0.00005598395,0.0002619666,0.0127271],"study_design_scores_gemma":[0.00004571848,0.0008308485,0.998338,0.00001521821,0.0001889375,0.00006686262,0.00009516944,0.00016485,0.00003680369,0.00003968209,0.000169164,0.000008794429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952727,0.00253117,0.00008935513,0.0002950146,0.0001140872,0.0000136224,0.0004877736,0.00000511721,0.001191172],"genre_scores_gemma":[0.9986255,0.0004152935,0.00006985544,0.00008738144,0.00008613246,0.00000650687,0.000431797,0.000003265993,0.0002741514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002812373,"threshold_uncertainty_score":0.007896364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04782319259995228,"score_gpt":0.3892235755570645,"score_spread":0.3414003829571123,"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."}}