{"id":"W2021189698","doi":"10.1002/cncr.20472","title":"Quality of life and survival prediction in terminal cancer patients","year":2004,"lang":"en","type":"article","venue":"Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Cohort; Internal medicine; Hazard ratio; Proportional hazards model; Confidence interval; Quality of life (healthcare); Cancer; Oncology; Anxiety; Cohort study; Nausea; Lung cancer; Psychiatry","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":[0.0008235101,0.0002147999,0.0002468318,0.0004800496,0.0001989846,0.0004307924,0.0001942419,0.0002218128,0.001206905],"category_scores_gemma":[0.004483908,0.00009191225,0.0004493021,0.0004386592,0.000203142,0.0002684444,0.0005015291,0.0005441111,0.000133449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890917,"about_ca_system_score_gemma":0.0001954124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428776,"about_ca_topic_score_gemma":0.001381788,"domain_scores_codex":[0.9997473,0.0001046465,0.00002272324,0.00003816653,0.00003877004,0.00004836149],"domain_scores_gemma":[0.9976312,0.0006359188,0.001048627,0.00007079777,0.0001835763,0.0004298752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249382,0.00001659674,0.9977189,0.00001021897,0.00003101932,0.00002661371,0.00003021172,0.0002114567,0.00005074742,0.00001295537,0.00009987515,0.001666452],"study_design_scores_gemma":[0.00001455892,0.0001913579,0.9974125,0.00002439299,0.00003318136,0.0001623664,0.0000824163,0.001679053,0.00008535193,0.0001067373,0.0002025552,0.000005549834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987533,0.0004256024,0.0001668612,0.0001010127,0.00000686212,0.00000587821,0.0002885433,0.000002269851,0.0002495227],"genre_scores_gemma":[0.9995198,0.00008529043,0.00007533453,0.00001397955,0.000006194051,0.000003633182,0.0002683443,4.532345e-7,0.00002704426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001428776,"threshold_uncertainty_score":0.004355192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03130698791748345,"score_gpt":0.3292225771622842,"score_spread":0.2979155892448008,"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."}}