{"id":"W1895486148","doi":"10.5489/cuaj.3372","title":"What If?: Regret and cancer-related decisions","year":2015,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Regret; Cancer; Psychology; Mathematics; Medicine; Statistics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001162268,0.0001194137,0.0003191363,0.0002041402,0.0002137238,0.0004355545,0.0001652621,0.0002879658,0.0005695691],"category_scores_gemma":[0.001340669,0.0001225219,0.000078252,0.0001569283,0.0000329285,0.0007756244,0.00002109293,0.0004026313,0.0003140524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537631,"about_ca_system_score_gemma":0.0003350142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002799914,"about_ca_topic_score_gemma":0.001281402,"domain_scores_codex":[0.9987245,0.00003071025,0.00052587,0.0002219749,0.00004949498,0.0004475191],"domain_scores_gemma":[0.9981798,0.00009607862,0.0004836863,0.00009804357,0.0001256899,0.001016726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000167577,0.00002534965,0.8577626,9.909066e-7,0.0001203069,0.00002523264,0.0009965705,0.000203186,5.134669e-7,0.05440682,0.07159474,0.01484692],"study_design_scores_gemma":[0.0006808278,0.00008711054,0.2466692,0.000009385994,0.000008941136,0.000036047,0.000133814,0.0004399695,5.362913e-7,0.1314358,0.6203127,0.0001855554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8676661,0.02252749,0.0001404882,0.07838281,0.005008443,0.000183107,0.000177035,0.0000464188,0.02586815],"genre_scores_gemma":[0.9870468,0.006217444,0.0001496874,0.004245257,0.0003717563,0.000006700591,0.000005214979,0.00001327498,0.001943816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6110933,"threshold_uncertainty_score":0.6236382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04375378660863257,"score_gpt":0.2362579517070749,"score_spread":0.1925041650984424,"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."}}