{"id":"W2008356408","doi":"10.1089/lap.2007.0169","title":"Long-Term Outcomes for Laparoscopic Versus Open Resection of Nonmetastatic Colorectal Cancer","year":2008,"lang":"en","type":"article","venue":"Journal of Laparoendoscopic & Advanced Surgical Techniques","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Colorectal cancer; Surgery; Perioperative; Cancer; Laparoscopic surgery; Laparoscopy; 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":[0.001875011,0.0002141978,0.0005456569,0.0003075712,0.0001674907,0.0003792786,0.00019195,0.0004156934,0.00142613],"category_scores_gemma":[0.005216923,0.00008354645,0.0009501649,0.0002381738,0.0003719382,0.0004619382,0.0002870065,0.0004938803,0.0001390536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003700524,"about_ca_system_score_gemma":0.0002801538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002426827,"about_ca_topic_score_gemma":0.0006483693,"domain_scores_codex":[0.9994358,0.0002624601,0.00007223222,0.00006242581,0.00009386233,0.00007313939],"domain_scores_gemma":[0.9946701,0.002221045,0.002028526,0.0001400205,0.0001897882,0.000750405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1869519,0.002292755,0.6927204,0.001274312,0.003250728,0.0003842547,0.0002499151,0.002197802,0.002774173,0.0001583162,0.001174487,0.106571],"study_design_scores_gemma":[0.00743969,0.09828298,0.8861636,0.0001801316,0.002094175,0.001276282,0.0002334004,0.001455312,0.001285652,0.0004706749,0.001066869,0.00005129444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961388,0.003054386,0.000135088,0.0001317073,0.00002814629,0.000027154,0.0001818181,0.000005561845,0.0002973311],"genre_scores_gemma":[0.9991616,0.0002978598,0.0000719114,0.00005312669,0.00003688593,0.00003061041,0.0002626672,0.000001253393,0.00008405827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001875011,"threshold_uncertainty_score":0.009916127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07247550379878914,"score_gpt":0.4104340133886362,"score_spread":0.337958509589847,"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."}}