{"id":"W2952306282","doi":"10.1136/bmjspcare-2019-001794","title":"Early versus delayed palliative/supportive care in advanced cancer: an observational study","year":2019,"lang":"en","type":"article","venue":"BMJ Supportive & Palliative Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Palliative care; Observational study; Psychological intervention; Cancer; Randomized controlled trial; Intervention (counseling); Retrospective cohort study; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003061679,0.0007826391,0.001588986,0.0004175464,0.0001151245,0.00003268349,0.0004154101,0.0002954185,0.0008466586],"category_scores_gemma":[0.0005797805,0.0007415871,0.0003798568,0.001050651,0.00021232,0.0006281567,0.0001689254,0.0006884964,0.000107381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417682,"about_ca_system_score_gemma":0.001453089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332586,"about_ca_topic_score_gemma":0.003724591,"domain_scores_codex":[0.9945918,0.000412466,0.001432602,0.001352984,0.001324799,0.000885298],"domain_scores_gemma":[0.9937664,0.0005652172,0.0009686628,0.0008350395,0.003449394,0.0004152806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008782987,0.0005258184,0.8755419,0.0003244239,0.0006637831,0.0002344148,0.1097363,0.0002190108,0.0005453519,0.0001562408,0.0001055943,0.003164183],"study_design_scores_gemma":[0.01176141,0.009811767,0.7351711,0.0009284141,0.0002790074,4.385307e-7,0.2378478,0.00007628365,0.002276867,0.00002834192,0.001202378,0.0006161294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856252,0.00326369,0.0000663779,0.0001886092,0.0007514129,0.005389832,0.001082871,0.0001109973,0.003521025],"genre_scores_gemma":[0.9944953,0.0004203961,0.001519599,0.0002869824,0.0002295013,0.0009790227,0.001550808,0.0001104842,0.0004078581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403708,"threshold_uncertainty_score":0.9995035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2472997537565544,"score_gpt":0.4978025038721354,"score_spread":0.2505027501155809,"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."}}