{"id":"W7097749542","doi":"","title":"ORIGINAL ARTICLE Variations in intensity of end-of-life cancer therapy by cancer type at a Canadian tertiary cancer centre between 2003 and 2010","year":2014,"lang":"en","type":"article","venue":"","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Radiation therapy; Logistic regression; Palliative care; Cancer registry; Chemotherapy; End-of-life care; Cancer therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009911257,0.0002873901,0.0004243534,0.001959095,0.002051872,0.001098206,0.002532771,0.0004123028,0.003703155],"category_scores_gemma":[0.006679496,0.0002614689,0.0006356379,0.007294762,0.0007183073,0.000369414,0.0009577764,0.0006879481,0.0002136601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0676164,"about_ca_system_score_gemma":0.04677991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9913732,"about_ca_topic_score_gemma":0.996312,"domain_scores_codex":[0.9971778,0.0001968491,0.0001828394,0.0004354621,0.001125709,0.0008812461],"domain_scores_gemma":[0.9918046,0.0004677845,0.002243519,0.0001645885,0.003279868,0.002039569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001004236,0.00002294308,0.9839024,0.000110331,0.00008320476,0.00009014976,0.0006430369,0.0004848206,0.0002625028,0.0001822232,0.005281976,0.008836038],"study_design_scores_gemma":[0.000003825848,0.00001087371,0.9977936,0.00003137496,0.00001549721,0.0000643641,0.000454428,0.0001632001,0.00005439113,0.00001147787,0.001388228,0.00000886131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633063,0.002621036,0.0004687542,0.002135344,0.00005202448,0.0001246355,0.02065654,0.00008723103,0.01054822],"genre_scores_gemma":[0.9936494,0.0006926827,0.0004191402,0.0003027771,0.00001819303,0.00003301625,0.003781007,0.00001854968,0.001085154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0676164,"threshold_uncertainty_score":0.4905936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06946673338559763,"score_gpt":0.3732226753604682,"score_spread":0.3037559419748705,"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."}}