{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001513032,0.0001431748,0.0006028113,0.00006403375,0.00007410642,0.00001209664,0.00008494113,0.00006172706,0.0002263655],"category_scores_gemma":[0.0001154208,0.00008237996,0.0003561316,0.0003450866,0.00007627617,0.00001931842,0.00005663509,0.00007543885,0.000001398159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005066573,"about_ca_system_score_gemma":0.0007106084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001781538,"about_ca_topic_score_gemma":0.005694194,"domain_scores_codex":[0.9989156,0.00003684981,0.000379545,0.0002748275,0.0001797224,0.0002135251],"domain_scores_gemma":[0.9984661,0.0004247086,0.0003240007,0.0005001083,0.0002181679,0.00006695294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001319249,0.0007812137,0.9887823,0.0002108791,0.003629101,0.00009968713,0.0003676811,0.0005426386,0.0002459664,0.00004157557,0.003512354,0.00165467],"study_design_scores_gemma":[0.003774975,0.0006273502,0.9399011,0.00008965617,0.01711143,0.000001655074,0.000726618,0.001342381,0.02334078,0.00001360447,0.01289938,0.0001710936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901593,0.001079862,0.0001663275,0.00421181,0.0002038838,0.001095953,0.0001412206,0.00002439646,0.002917188],"genre_scores_gemma":[0.990412,0.0003040415,0.0006305786,0.001088056,0.00003608954,0.0005367476,0.00009357363,0.00001577924,0.00688312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04888123,"threshold_uncertainty_score":0.3359357,"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."}}