{"id":"W4246097659","doi":"10.1016/j.jamcollsurg.2004.11.001","title":"Part 1: Surgical palliation of advanced illness—what’s new, what’s helpful","year":2005,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"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":[0.002308159,0.001162784,0.001079791,0.001795236,0.0009962081,0.002065282,0.001091549,0.003437794,0.03451559],"category_scores_gemma":[0.008778777,0.0003612658,0.0005233854,0.001323889,0.00130452,0.002949225,0.0009129651,0.002771445,0.01245041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117472,"about_ca_system_score_gemma":0.001764926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009384513,"about_ca_topic_score_gemma":0.00367773,"domain_scores_codex":[0.9989625,0.0003090755,0.0001631541,0.00008094744,0.0003679755,0.00011627],"domain_scores_gemma":[0.9932774,0.001648373,0.0009525213,0.0001216692,0.001986153,0.002013914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007929657,0.000084336,0.001185822,0.002465899,0.00001950158,0.0002165045,0.000116727,0.00015224,0.0003911134,0.0006355806,0.8157633,0.1788898],"study_design_scores_gemma":[0.00007144579,0.0004296923,0.01465348,0.007605431,0.00005705055,0.003912417,0.0006691535,0.0002873744,0.0004490122,0.003381354,0.9684306,0.00005314533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005676492,0.3562484,0.00188541,0.3242323,0.2209031,0.0008904297,0.0006415574,0.0002022168,0.08932013],"genre_scores_gemma":[0.02054643,0.5292549,0.002372691,0.0599216,0.3053661,0.0008035164,0.001120754,0.0001412287,0.08047282],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03451559,"threshold_uncertainty_score":0.1154662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04988757739798606,"score_gpt":0.358140195788971,"score_spread":0.308252618390985,"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."}}