{"id":"W2531513007","doi":"10.1016/j.jamcollsurg.2016.06.095","title":"Understanding Palliative Interventions in Patients with End-Stage Colorectal Cancer","year":2016,"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":"University of Toronto","funders":"","keywords":"Medicine; Colorectal cancer; Psychological intervention; Cancer; Gerontology; General surgery; Internal medicine; Nursing","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":[0.002111119,0.000218404,0.0004286079,0.0005905564,0.001047473,0.002137028,0.0006095524,0.0009840684,0.003197283],"category_scores_gemma":[0.01846258,0.0002015598,0.000477699,0.0004555299,0.0007367276,0.003027966,0.001839006,0.002959878,0.0003591248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002165137,"about_ca_system_score_gemma":0.003394408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005568538,"about_ca_topic_score_gemma":0.0172966,"domain_scores_codex":[0.9986122,0.0008873325,0.00009506456,0.00009598101,0.0001581459,0.0001512432],"domain_scores_gemma":[0.9951504,0.003240827,0.0007144196,0.00005968917,0.0003998773,0.0004348706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003078774,0.0006897048,0.3618128,0.004621085,0.0004174318,0.002314018,0.05529208,0.002366167,0.0005381961,0.02665792,0.109609,0.4353737],"study_design_scores_gemma":[0.0002595469,0.001053941,0.3614688,0.02319073,0.0007660372,0.00851055,0.1712229,0.00840844,0.000970081,0.1253351,0.2985127,0.0003010673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3791482,0.1414054,0.0065311,0.3913167,0.001261387,0.0002950914,0.00116286,0.00007063941,0.07880855],"genre_scores_gemma":[0.8992577,0.07199479,0.004517258,0.02151065,0.00060394,0.0001539851,0.0005840767,0.00001771507,0.001359781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005568538,"threshold_uncertainty_score":0.01570928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447675718108014,"score_gpt":0.3812104121113261,"score_spread":0.2364428403005247,"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."}}