{"id":"W1990040786","doi":"10.1016/s0022-3999(03)00514-2","title":"Cancer distress screening","year":2003,"lang":"en","type":"review","venue":"Journal of Psychosomatic Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":344,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"Memorial Sloan-Kettering Cancer Center","keywords":"Psychosocial; Distress; Medicine; Cancer screening; Quality of life (healthcare); Cancer; Intensive care medicine; Psychiatry; Clinical psychology; Nursing; Internal medicine","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":[0.0007500091,0.0009373775,0.001913923,0.002621015,0.0002628975,0.0005103063,0.0006250839,0.0006362934,0.006585297],"category_scores_gemma":[0.002564678,0.0002542967,0.0007217306,0.003197437,0.0002108499,0.0006335791,0.0006029782,0.0007955006,0.00110108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005294313,"about_ca_system_score_gemma":0.001383985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004739834,"about_ca_topic_score_gemma":0.01491836,"domain_scores_codex":[0.9996951,0.00008708415,0.0000480823,0.0000502891,0.00009350039,0.00002598932],"domain_scores_gemma":[0.9993576,0.0003467282,0.0001207721,0.0000188274,0.0001138891,0.00004211279],"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":[0.00009318212,0.00004913739,0.0007528611,0.01427036,0.0001837867,0.00009073329,0.00002802072,0.00005351601,0.000140582,0.0002028528,0.02747851,0.9566565],"study_design_scores_gemma":[0.0004433987,0.0007673465,0.03197578,0.06884691,0.005371722,0.00502653,0.0003710322,0.000235776,0.0006803914,0.00134165,0.8848825,0.0000569632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003035671,0.9971908,0.00008978366,0.0003879943,0.0002573433,0.00002294105,0.00007567526,0.000007732528,0.001664207],"genre_scores_gemma":[0.002818318,0.9948725,0.0002082187,0.0006847335,0.0001899154,0.00003363015,0.0001108999,0.000001440825,0.001080188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006585297,"threshold_uncertainty_score":0.02203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3103546330886448,"score_gpt":0.5551014226760262,"score_spread":0.2447467895873814,"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."}}