{"id":"W2802451946","doi":"10.2196/resprot.9453","title":"Oncosurgical Management of Liver Limited Stage IV Colorectal Cancer: Preliminary Data and Protocol for a Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bowel Disease Research Foundation","keywords":"Medicine; Randomized controlled trial; Colorectal cancer; Protocol (science); Clinical trial; Stage (stratigraphy); Cancer; Intensive care medicine; Surgery; Internal medicine; Alternative medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09196361,0.003754284,0.005020143,0.001602946,0.002390612,0.004210451,0.003047096,0.005928393,0.03490056],"category_scores_gemma":[0.1080242,0.001979556,0.003889365,0.002797057,0.003263579,0.003047975,0.001850161,0.006354492,0.006846572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004327866,"about_ca_system_score_gemma":0.01720657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001157811,"about_ca_topic_score_gemma":0.002849165,"domain_scores_codex":[0.9323753,0.05537926,0.005623298,0.001366325,0.003294385,0.001961445],"domain_scores_gemma":[0.9578228,0.02005071,0.007534617,0.004975828,0.006517385,0.003098701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8029947,0.009940249,0.001702302,0.05206973,0.004672035,0.0006232143,0.001309663,0.004092352,0.002842347,0.01700407,0.04308686,0.05966251],"study_design_scores_gemma":[0.8871334,0.03201605,0.00345194,0.009863816,0.002162007,0.0001603605,0.0002789196,0.003747907,0.001369567,0.007720223,0.05195529,0.0001406149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001763444,0.000312543,0.002583207,0.0006720017,0.0003809604,0.9920392,0.0009970641,0.0001030608,0.001148544],"genre_scores_gemma":[0.002193125,0.0001514549,0.004437648,0.0002699066,0.00003956403,0.9924209,0.0001481983,0.000004741112,0.0003345137],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09196361,"threshold_uncertainty_score":0.4863559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3706429437731025,"score_gpt":0.5271422217894538,"score_spread":0.1564992780163513,"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."}}