{"id":"W4410948041","doi":"10.1377/hlthaff.2024.00943","title":"When A Health Economist Becomes A Cancer Patient","year":2025,"lang":"en","type":"article","venue":"Health Affairs","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Cancer; Health economics; Medicine; Family medicine; Nursing; Public health; Internal medicine","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":[0.003893815,0.0002997606,0.0008256229,0.0007686213,0.002649713,0.006890111,0.0006617501,0.01049174,0.01839289],"category_scores_gemma":[0.02478332,0.0005679698,0.0008512269,0.0009245957,0.002560692,0.008126699,0.002488773,0.01488782,0.003840896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411787,"about_ca_system_score_gemma":0.00415881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005285002,"about_ca_topic_score_gemma":0.009323224,"domain_scores_codex":[0.9949088,0.001993204,0.0002742649,0.0002718037,0.001366731,0.001185277],"domain_scores_gemma":[0.9927611,0.003348479,0.0007218451,0.0001399876,0.0006339676,0.002394629],"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":[0.0002401804,0.000221433,0.008440956,0.000177102,0.00008898853,0.009722228,0.001893907,0.0007133303,0.0003672313,0.06440648,0.8662267,0.04750139],"study_design_scores_gemma":[0.0001328165,0.0002709285,0.008770671,0.00099403,0.00006258627,0.01183404,0.01349154,0.002083104,0.0007242268,0.1548578,0.8065398,0.0002385092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007921353,0.004518149,0.00173938,0.93157,0.004300379,0.00005413234,0.0002876298,0.00007076318,0.04953821],"genre_scores_gemma":[0.2957565,0.02516714,0.008445781,0.5564369,0.02313374,0.0001990288,0.0005550193,0.0002663378,0.0900396],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01839289,"threshold_uncertainty_score":0.06153035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2411573756616137,"score_gpt":0.4517877701537615,"score_spread":0.2106303944921479,"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."}}