{"id":"W2947628210","doi":"10.1200/jco.2019.37.15_suppl.e18361","title":"Predictors of financial toxicity among head and neck cancer patients: A prospective cohort study.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Head and neck cancer; Cohort; Prospective cohort study; Cancer; Internal medicine; Demography","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":[0.001000476,0.0002668056,0.0004118995,0.0005598454,0.0007833705,0.0007973847,0.0004104618,0.0005284006,0.002484359],"category_scores_gemma":[0.001726405,0.0003701986,0.0008366674,0.001438361,0.0002286492,0.0007706672,0.0005132386,0.0008864572,0.0003992466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005281138,"about_ca_system_score_gemma":0.0007269671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02130657,"about_ca_topic_score_gemma":0.03054068,"domain_scores_codex":[0.9995233,0.00009417433,0.00005609661,0.00009605932,0.0001058012,0.0001246045],"domain_scores_gemma":[0.9988502,0.0001555458,0.0005481758,0.00007859751,0.0001318273,0.0002356138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008645287,0.00003652641,0.9993166,0.000004746091,0.0000208941,0.00003709281,0.000037235,0.0000108652,0.00002647071,0.000003811875,0.00008316097,0.0003361728],"study_design_scores_gemma":[0.00001120833,0.0001257823,0.9993267,0.000005859621,0.00001865006,0.0001164291,0.0001708946,0.00006738503,0.00001147416,0.000008018698,0.0001341148,0.000003408535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983254,0.0001604036,0.00002499283,0.00004855779,0.000005470545,0.00002531471,0.001165283,0.000001504518,0.0002429685],"genre_scores_gemma":[0.998553,0.00009300419,0.00004457379,0.0000510929,0.00000687284,0.00002920863,0.0009712197,0.00000142359,0.0002496424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02130657,"threshold_uncertainty_score":0.04236513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330381922311129,"score_gpt":0.3514150530916546,"score_spread":0.3081112338685433,"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."}}