{"id":"W2905337455","doi":"10.3747/co.25.4453","title":"Patients with Advanced Cancer: When, Why, and How to Refer to Palliative Care Services","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lachine Hospital; Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre; McGill University","funders":"","keywords":"Medicine; Palliative care; Cancer; Family medicine; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003492953,0.0002523568,0.0005510792,0.0007121127,0.001269197,0.002569148,0.000610175,0.002380112,0.004278869],"category_scores_gemma":[0.0289169,0.00032722,0.0005364852,0.0011207,0.0008780608,0.003957474,0.001461564,0.002650334,0.0008154817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757087,"about_ca_system_score_gemma":0.005706026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006176384,"about_ca_topic_score_gemma":0.01931983,"domain_scores_codex":[0.9960341,0.002171476,0.0006445626,0.0002046571,0.000650119,0.0002951221],"domain_scores_gemma":[0.9883198,0.007626494,0.00206307,0.0001037789,0.0009567513,0.0009300421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000390216,0.0007044372,0.08030507,0.0139738,0.0002137453,0.001189247,0.006188386,0.0004487315,0.0004977392,0.004501713,0.08168707,0.8098997],"study_design_scores_gemma":[0.0007651206,0.001543409,0.3460212,0.1584277,0.001230102,0.01435349,0.06667656,0.001948442,0.001332825,0.02476668,0.3825481,0.0003864498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0789616,0.4544855,0.002059075,0.434449,0.002503363,0.0004530558,0.0004932298,0.00009044843,0.02650477],"genre_scores_gemma":[0.460292,0.4779776,0.005962216,0.04973774,0.003277794,0.0004624151,0.0005258723,0.0000288745,0.001735458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006176384,"threshold_uncertainty_score":0.01847273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.175591027819694,"score_gpt":0.4844389072964169,"score_spread":0.3088478794767229,"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."}}