{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005527194,0.000178856,0.0002675958,0.00050588,0.0006214639,0.0005756277,0.0001347449,0.0001829902,0.001820744],"category_scores_gemma":[0.002044258,0.00008734244,0.0002574182,0.0007623004,0.0002503275,0.0004265847,0.000740428,0.0002853546,0.0001462633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006782134,"about_ca_system_score_gemma":0.0009026746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01266661,"about_ca_topic_score_gemma":0.01793675,"domain_scores_codex":[0.9997316,0.00009049634,0.00004625875,0.00003098648,0.00005265838,0.00004802801],"domain_scores_gemma":[0.9990174,0.0001133636,0.0004190796,0.0000305528,0.0001695406,0.0002500209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004308498,0.00001574722,0.9928982,0.00003958224,0.00003788851,0.0001881517,0.001785827,0.00004349788,0.0000897356,0.00001925561,0.0004049073,0.004434099],"study_design_scores_gemma":[0.000006363586,0.0001182741,0.9890981,0.0000751971,0.00002751539,0.000574341,0.008668358,0.0001158971,0.00009040577,0.00004174554,0.001175692,0.000008202361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988213,0.0003286713,0.00001373424,0.000134358,0.000005055187,0.000003944797,0.0002453375,0.000001004809,0.0004465952],"genre_scores_gemma":[0.9993499,0.0002641389,0.00002688674,0.00003953837,0.000002497918,0.00000533003,0.000206808,4.540118e-7,0.000104403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266661,"threshold_uncertainty_score":0.02518576,"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."}}