{"id":"W1606698963","doi":"","title":"Laparoscopic surgery for colon cancer: a systematic review.","year":2007,"lang":"en","type":"review","venue":"PubMed","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Colorectal cancer; Perioperative; Colectomy; Laparoscopic surgery; Cancer; Randomized controlled trial; Surgery; Laparoscopy; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001264713,0.0005307146,0.007805951,0.0002468922,0.00004900654,0.00001961539,0.0001598984,0.0003150305,0.00004816562],"category_scores_gemma":[0.001384655,0.0003587499,0.001639962,0.0006632563,0.00004349594,0.00003399717,0.00004606041,0.0002503295,0.00004171297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405045,"about_ca_system_score_gemma":0.0004671179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002465642,"about_ca_topic_score_gemma":0.00001871157,"domain_scores_codex":[0.9967515,0.0001606949,0.001376342,0.0005600849,0.0004223287,0.0007290681],"domain_scores_gemma":[0.9963099,0.001844469,0.0007455778,0.0005954231,0.0001387971,0.0003658768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002234887,0.00004865145,0.00001173216,0.6025859,0.0005109226,0.00003893626,0.000001056412,1.507898e-9,4.785766e-10,0.000002546194,0.003269673,0.3935082],"study_design_scores_gemma":[0.0002488841,0.00002293532,0.00002607585,0.4431982,0.01037432,0.00006175675,3.260582e-7,8.583528e-8,2.893161e-7,0.000001655155,0.5458968,0.0001687111],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002844769,0.9647273,0.000002687482,0.00009496852,0.0009216098,0.03311,0.0001398243,0.0001079231,0.0008928142],"genre_scores_gemma":[0.00000383999,0.8315493,0.00001364149,0.0004597008,0.0002817849,0.1637394,0.0001896311,0.00008527333,0.003677368],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5426271,"threshold_uncertainty_score":0.9998865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1645296349180703,"score_gpt":0.4050833461567673,"score_spread":0.240553711238697,"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."}}