{"id":"W3042843287","doi":"10.3747/co.27.5829","title":"Real-World Impact of Laparoscopic Surgery for Rectal Cancer: A Population-Based Analysis","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Colorectal cancer; Odds ratio; Randomized controlled trial; Surgery; Cancer; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00456862,0.0003362534,0.0006578119,0.001063967,0.0003231175,0.001156202,0.0006598004,0.0006556985,0.001702587],"category_scores_gemma":[0.0105883,0.0002469685,0.002276253,0.00190351,0.0006046575,0.0006802087,0.0007629168,0.0008755032,0.0001227182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475467,"about_ca_system_score_gemma":0.001365962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164929,"about_ca_topic_score_gemma":0.01561427,"domain_scores_codex":[0.9948266,0.002715143,0.0005436307,0.0007283461,0.0008182489,0.0003679208],"domain_scores_gemma":[0.9884589,0.003412032,0.006351498,0.0005558702,0.0005666373,0.0006550698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001461959,0.0001348878,0.992268,0.0001600203,0.002730205,0.00006227613,0.00003580838,0.0003542056,0.00004960443,0.00005618597,0.000385724,0.002301077],"study_design_scores_gemma":[0.0003843729,0.0007403917,0.9958174,0.00005519369,0.0011492,0.0001852348,0.0001967989,0.0008463296,0.00004032054,0.00007169279,0.0004948831,0.00001818103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959804,0.00153268,0.0002667079,0.0002201475,0.00001993732,0.00006687677,0.001576375,0.000006648881,0.0003303196],"genre_scores_gemma":[0.9983326,0.0003056538,0.0001521272,0.00008446919,0.00002442465,0.00004730784,0.001020634,0.000001880227,0.00003110947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01164929,"threshold_uncertainty_score":0.02416146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1669207066557621,"score_gpt":0.4768771531265318,"score_spread":0.3099564464707697,"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."}}