{"id":"W4400882958","doi":"10.1186/s12885-024-12612-z","title":"Symptom impact and health-related quality of life (HRQoL) assessment by cancer stage: a narrative literature review","year":2024,"lang":"en","type":"review","venue":"BMC Cancer","topic":"Cancer survivorship and care","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stage (stratigraphy); Cancer; Quality of life (healthcare); Surgical oncology; Disease; Colorectal cancer; Pancreatic cancer; Oncology; Cervical cancer; Internal medicine; Lung cancer; General surgery","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":[0.004231505,0.001158846,0.003034099,0.01207303,0.0005649385,0.002697731,0.001300933,0.001632028,0.003678243],"category_scores_gemma":[0.02470887,0.0006939992,0.003854869,0.01346438,0.0008334332,0.002502786,0.001303139,0.001003539,0.0003801137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198732,"about_ca_system_score_gemma":0.006469059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004929199,"about_ca_topic_score_gemma":0.01119527,"domain_scores_codex":[0.9965168,0.001143413,0.001290439,0.0003476356,0.0005480188,0.0001537136],"domain_scores_gemma":[0.9751813,0.01898354,0.00410105,0.0001907226,0.001343991,0.0001994061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002720451,0.00005477836,0.003913409,0.8732663,0.003777468,0.0004205873,0.001143197,0.0001990305,0.0002557558,0.001195808,0.006652718,0.108849],"study_design_scores_gemma":[0.00007747269,0.0001762736,0.0156772,0.9162198,0.01887801,0.001646379,0.001271611,0.0001312039,0.0001800495,0.0007735305,0.04491251,0.0000559206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001311776,0.9976675,0.00006223732,0.0002777929,0.00006621913,0.00005410614,0.0002060534,0.000002481878,0.0003518133],"genre_scores_gemma":[0.0119302,0.9867809,0.0002667753,0.0004564917,0.0001089485,0.0001646561,0.0001885025,0.000002421038,0.000101007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01207303,"threshold_uncertainty_score":0.0232085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093873627987026,"score_gpt":0.5090412139805931,"score_spread":0.3996538511818905,"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."}}