{"id":"W3173598219","doi":"10.1002/onco.13890","title":"Province-Wide Analysis of Patient-Reported Outcomes for Stage IV Non-Small Cell Lung Cancer","year":2021,"lang":"en","type":"article","venue":"The Oncologist","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Agency for Drugs and Technologies in Health; University of Manitoba; Manitoba Health; Research Institute in Oncology and Hematology; Health Sciences Centre; CancerCare Manitoba; Toronto General Hospital; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Comorbidity; Lung cancer; Anxiety; Nausea; Poisson regression; Stage (stratigraphy); Population; Cancer; Internal medicine; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002443637,0.0003062113,0.000551335,0.001333932,0.001187051,0.0008972876,0.001244921,0.0003719993,0.001500455],"category_scores_gemma":[0.007660769,0.0003006983,0.001241343,0.004075708,0.0005973687,0.0003652585,0.00110803,0.0007210338,0.0001942895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01010421,"about_ca_system_score_gemma":0.01077575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9034287,"about_ca_topic_score_gemma":0.9201356,"domain_scores_codex":[0.9978431,0.0003764466,0.0001791346,0.0004681191,0.0006019691,0.0005311108],"domain_scores_gemma":[0.9918886,0.0008377799,0.003007295,0.0006028502,0.002364041,0.001299492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006219107,0.000006969471,0.9984018,0.000028436,0.0001013698,0.00001321683,0.00007677126,0.0001142628,0.00003293635,0.00001921957,0.0005921065,0.0005507089],"study_design_scores_gemma":[0.000007783812,0.00001388074,0.9991971,0.00001389735,0.00003469015,0.0000188414,0.0001637849,0.0002393954,0.00001392227,0.000009676078,0.0002832509,0.000003862181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800965,0.001096896,0.0002614607,0.0004448486,0.00002632681,0.00004668192,0.01689736,0.00002130173,0.001108534],"genre_scores_gemma":[0.9958777,0.0001607388,0.00009670269,0.00003952444,0.000007854802,0.00002071722,0.003630659,0.000004197621,0.0001618133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09657133,"threshold_uncertainty_score":0.1942801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777921372362343,"score_gpt":0.334333705455317,"score_spread":0.3065544917316936,"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."}}