{"id":"W2340914121","doi":"10.11622/smedj.2016083","title":"Quality of life of family caregivers of cancer patients in Singapore and globally","year":2016,"lang":"en","type":"article","venue":"Singapore Medical Journal","topic":"Cancer survivorship and care","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Quality (philosophy); Family medicine; Gerontology; Cancer; Family caregivers; Nursing; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0008896043,0.0001194562,0.0006115836,0.0001308943,0.00002099638,0.000003295615,0.0001385702,0.0001518848,0.000222188],"category_scores_gemma":[0.001223349,0.00007533719,0.0001264518,0.0002000802,0.0004541506,0.00006255514,0.00005672938,0.0002508908,2.296939e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001191442,"about_ca_system_score_gemma":0.0009811296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003176239,"about_ca_topic_score_gemma":0.002121881,"domain_scores_codex":[0.9973537,0.0001313874,0.0008598909,0.000150974,0.00129941,0.0002046377],"domain_scores_gemma":[0.9983078,0.0001586315,0.0005200736,0.0001373169,0.0004722449,0.0004039802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000675412,0.0001879389,0.8935385,0.0002746811,0.00007663065,0.00002069936,0.001136096,3.06651e-7,0.002453139,0.00007921951,0.0005677229,0.1009896],"study_design_scores_gemma":[0.005814622,0.0004312993,0.9873587,0.002639274,0.00005733819,0.00001412353,0.001594265,0.000003949695,0.001102763,0.0002150288,0.0006600779,0.0001085124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953644,0.001734126,0.0000876733,0.001292433,0.0004320529,0.00008696762,0.0000556126,0.000004287368,0.000942506],"genre_scores_gemma":[0.9984697,0.001085514,0.00005279208,0.000237716,0.0001161933,0.000001036593,0.000002875974,0.000009992475,0.0000241775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1008811,"threshold_uncertainty_score":0.4801544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522268934340911,"score_gpt":0.324721582743846,"score_spread":0.2994988934004369,"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."}}