{"id":"W3203387497","doi":"10.1016/j.cllc.2021.09.006","title":"Longitudinal Assessment of Health Utility Scores, Symptoms and Toxicities in Patients with Small Cell Lung Cancer Using Real World Data","year":2021,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Disease; Lung cancer; Depression (economics); Anxiety; Performance status; Medical record; Cohort; Cancer; Pathological; Chemotherapy; 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":[0.007455564,0.0003152613,0.0004705886,0.0008765528,0.0005518058,0.001380806,0.0005035487,0.0006696478,0.0006886376],"category_scores_gemma":[0.01872172,0.0002949633,0.001069244,0.001779409,0.0003858971,0.001356573,0.0008801016,0.001342074,0.0003217591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008768172,"about_ca_system_score_gemma":0.0009138388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009453617,"about_ca_topic_score_gemma":0.009382348,"domain_scores_codex":[0.9966688,0.002140369,0.0002926367,0.0003310429,0.00032048,0.0002467993],"domain_scores_gemma":[0.9872335,0.004886903,0.003915862,0.00183589,0.001393632,0.0007342353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004170938,0.0001828179,0.9967499,0.00001195179,0.0001911697,0.00002746612,0.0001025106,0.0003174365,0.0001223336,0.00002567189,0.0001603693,0.001691185],"study_design_scores_gemma":[0.00003490709,0.0009022934,0.9950539,0.00001596055,0.0001305713,0.0001590542,0.0003691969,0.002573323,0.0001756005,0.00008392459,0.0004822118,0.00001918183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979345,0.0001886018,0.0003763271,0.00009461894,0.000007491334,0.00001970255,0.001214341,0.000007045314,0.0001573674],"genre_scores_gemma":[0.9965116,0.00008619877,0.0003245596,0.0000309971,0.00000674511,0.00003642135,0.002918927,0.000002881146,0.00008165807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009453617,"threshold_uncertainty_score":0.03942925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1722165036240458,"score_gpt":0.5071352465686404,"score_spread":0.3349187429445946,"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."}}