{"id":"W4394727172","doi":"10.1001/jamaoto.2024.0427","title":"Addressing Financial Toxicity in Head and Neck Cancer—A Crucial Imperative","year":2024,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Head and neck cancer; Insolvency; Head and neck; Cancer; Business; Face (sociological concept); Medicine; Finance; Intensive care medicine; Internal medicine; Surgery; Sociology","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":[0.008260481,0.0003682956,0.0007074522,0.0007906609,0.00119916,0.00518508,0.0008630625,0.003432035,0.006431612],"category_scores_gemma":[0.04713993,0.000159692,0.0005435176,0.000835847,0.0034077,0.006495918,0.002460458,0.009175321,0.0005769649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00319167,"about_ca_system_score_gemma":0.01062122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006758465,"about_ca_topic_score_gemma":0.009777987,"domain_scores_codex":[0.9973227,0.001605743,0.0001467823,0.0001068698,0.0005918266,0.0002259719],"domain_scores_gemma":[0.9737752,0.01655979,0.002421,0.0007407648,0.003665445,0.002837782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001542739,0.0001951577,0.01475067,0.0008224365,0.0002572347,0.0008816588,0.0007177343,0.0117152,0.0005193908,0.3182584,0.334035,0.3176929],"study_design_scores_gemma":[0.00008006924,0.0002512138,0.01336792,0.003558832,0.000112083,0.001622909,0.002827002,0.00670774,0.0005133897,0.6257109,0.3451216,0.0001263719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00420353,0.0225523,0.002947686,0.9611998,0.002088101,0.00001673483,0.00008485437,0.00001419836,0.006892743],"genre_scores_gemma":[0.5297402,0.129244,0.009245822,0.2837566,0.04010727,0.0001321003,0.0002084839,0.00009634775,0.007469276],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.008260481,"threshold_uncertainty_score":0.04368609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05366045883071748,"score_gpt":0.2899454983497627,"score_spread":0.2362850395190453,"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."}}