{"id":"W4401366781","doi":"10.1097/ms9.0000000000002429","title":"Outcomes of medial to lateral vs. lateral to medial approaches in laparoscopic colorectal cancer resections","year":2024,"lang":"en","type":"article","venue":"Annals of Medicine and Surgery","topic":"Minimally Invasive Surgical Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Colorectal cancer; Cancer; Surgery; General surgery; 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":[0.0005766142,0.0002366183,0.0003809791,0.000543659,0.0003089675,0.0007044628,0.0002425871,0.0002782922,0.003089466],"category_scores_gemma":[0.002541425,0.0001468712,0.0006868084,0.0005372797,0.0003273293,0.0005553283,0.0007834149,0.0004146182,0.0003154501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004008059,"about_ca_system_score_gemma":0.0003290962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004982774,"about_ca_topic_score_gemma":0.00161654,"domain_scores_codex":[0.9994935,0.0000851834,0.00007802136,0.00008706162,0.0001261168,0.0001301275],"domain_scores_gemma":[0.9970663,0.0003272254,0.001829603,0.0000677503,0.0001118723,0.0005972136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001597785,0.00009631847,0.9875394,0.0001326193,0.0001149023,0.0005945409,0.0001763044,0.0001084794,0.0008963094,0.00003291715,0.0001580281,0.008552384],"study_design_scores_gemma":[0.00005464411,0.002043235,0.9912812,0.0001004709,0.00007316613,0.004419812,0.0009159125,0.000166477,0.000267616,0.00007867176,0.0005837937,0.00001509947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988298,0.0005263304,0.00007695645,0.00004205973,0.00001067323,0.00001014339,0.0001315765,0.000002492633,0.0003699824],"genre_scores_gemma":[0.9992701,0.0001955039,0.00008385408,0.00003593147,0.00002121923,0.00001681864,0.0002450222,0.000002206244,0.0001292875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003089466,"threshold_uncertainty_score":0.01033527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878815051224529,"score_gpt":0.3974582999252801,"score_spread":0.2095767948028272,"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."}}