{"id":"W2023536963","doi":"10.1016/j.urology.2007.01.027","title":"Incomplete and Inconsistent Information Provided to Men Making Decisions for Treatment of Early-Stage Prostate Cancer","year":2007,"lang":"en","type":"article","venue":"Urology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Saint Vincent University; Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Prostate cancer; Prostate; Cancer; Gynecology; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003203211,0.0001254273,0.0002847536,0.0002554846,0.0004467847,0.000004936702,0.0001408754,0.0001426317,0.00002673205],"category_scores_gemma":[0.0004480673,0.0001090122,0.00003609584,0.0001569152,0.00005033528,0.0001488706,0.0001643893,0.0001069723,0.00001818476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829041,"about_ca_system_score_gemma":0.0002998411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001664384,"about_ca_topic_score_gemma":0.002890001,"domain_scores_codex":[0.9981879,0.0002271072,0.0008630498,0.0001738197,0.0001226498,0.0004254686],"domain_scores_gemma":[0.9969452,0.001636351,0.0004457959,0.0004465605,0.0003898529,0.0001362321],"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":[0.00541134,0.0002005344,0.5787631,0.0007309769,0.000140277,0.000002461337,0.2053344,0.0005282882,0.0006678835,0.01441465,0.001350256,0.1924559],"study_design_scores_gemma":[0.007491104,0.005368799,0.3579594,0.0002583223,0.00009962736,0.000003572166,0.01607841,0.003750701,0.0002390712,0.002437725,0.6058909,0.000422423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745383,0.0008186036,0.004497721,0.009407043,0.0004860933,0.0080744,0.0003923365,0.00008916335,0.001696358],"genre_scores_gemma":[0.9901422,0.00009665291,0.00592401,0.001923033,0.00003843698,0.001640085,0.00004521518,0.00001454261,0.000175812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6045406,"threshold_uncertainty_score":0.4445389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151624289410733,"score_gpt":0.4604808397495718,"score_spread":0.2453184108084985,"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."}}