{"id":"W2059440808","doi":"10.1002/cncr.25517","title":"How does initial treatment choice affect short‐term and long‐term costs for clinically localized prostate cancer?","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Watchful waiting; Prostate cancer; Hormonal therapy; Prostate; Radiation therapy; Cancer; Comorbidity; Cohort; Surgery; Internal medicine; Gynecology; Oncology","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":[0.000123733,0.0003874234,0.0006688139,0.00006309079,0.0001385177,0.0001250591,0.00008453853,0.0001725326,0.0001327288],"category_scores_gemma":[0.00007229797,0.0002405539,0.0001995498,0.00009011447,0.0002307838,0.0001574451,0.00004080062,0.000201002,0.000002247835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005628514,"about_ca_system_score_gemma":0.000443034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003812093,"about_ca_topic_score_gemma":0.005140822,"domain_scores_codex":[0.9982558,0.0000315374,0.0003309043,0.0006698364,0.0001991266,0.0005128096],"domain_scores_gemma":[0.9985738,0.0002737214,0.000134597,0.0004011191,0.000185567,0.0004312218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001106242,0.0003021177,0.6110813,0.0002105663,0.0003859673,0.00005787535,0.0001980521,5.894373e-7,0.003013198,0.00001678029,0.0005392516,0.3830881],"study_design_scores_gemma":[0.02283422,0.004857106,0.8608263,0.000916564,0.001735505,0.00003255882,0.00004890081,0.00007214398,0.05771871,0.00004583565,0.05022488,0.000687345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841284,0.004099018,0.00003939717,0.005871396,0.001501993,0.003340446,0.0008179758,0.00008725603,0.0001141358],"genre_scores_gemma":[0.9774569,0.01211627,0.0002276226,0.0008404255,0.001327287,0.006459813,0.000154038,0.00007032193,0.001347307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3824007,"threshold_uncertainty_score":0.9809502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03556147498110368,"score_gpt":0.3876280527618299,"score_spread":0.3520665777807262,"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."}}