{"id":"W4415987135","doi":"10.1177/23814683251386887","title":"Treatment Preferences among Patients with Hormone-Sensitive Prostate Cancer in France, Spain, China, South Korea, and Japan: A Discrete-Choice Experiment","year":2025,"lang":"en","type":"article","venue":"MDM Policy & Practice","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"Astellas Pharma; Pfizer","keywords":"Prostate cancer; Health care; MEDLINE; Disease; Cancer; Clinical trial","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001837227,0.0002218589,0.0003354151,0.0002109489,0.0001170006,0.00007989216,0.00007327316,0.00007074794,0.00003552571],"category_scores_gemma":[0.0001253883,0.0002059877,0.00003434609,0.0001922965,0.0001341183,0.0006844598,0.00005640772,0.0001177409,0.00003449272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005539536,"about_ca_system_score_gemma":0.00005566378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03296976,"about_ca_topic_score_gemma":0.0005589228,"domain_scores_codex":[0.9987392,0.00004952056,0.0003852895,0.0004969524,0.00004366038,0.0002853162],"domain_scores_gemma":[0.9992141,0.0001137,0.0003722139,0.000215175,0.00001421439,0.00007065597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001239248,0.0002050852,0.9865105,0.000008985518,0.0001124802,9.861211e-7,0.006616968,0.0003265752,0.000004360297,0.002873954,0.00002108689,0.003195149],"study_design_scores_gemma":[0.002018044,0.0002759182,0.9921318,0.00002929986,0.00002717517,3.762905e-7,0.0009760419,0.0005482095,0.00004962956,0.0004309336,0.003287819,0.0002247171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805158,0.001238072,0.00005700212,0.001422572,0.00006232075,0.0006777734,0.0001968457,0.0000152467,0.01581436],"genre_scores_gemma":[0.9961354,0.001109356,0.0001841375,0.000357738,0.00004745083,0.0002753129,0.00002986697,0.00001850828,0.001842208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03241083,"threshold_uncertainty_score":0.9734698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241375739483566,"score_gpt":0.2542357541279263,"score_spread":0.2318219967330907,"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."}}