{"id":"W4412491120","doi":"10.1097/ju.0000000000004684","title":"Characterizing the Impact of Novel Patient-Centered Pathology Reports on Men Undergoing Prostate Biopsy: The Patient-Centered Pathology Report Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Sinai Health System; Mount Sinai Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Anxiety; Randomized controlled trial; Prostate biopsy; Biopsy; Prostate; Internal medicine; Psychiatry; Cancer","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":[0.004452286,0.001333827,0.002457026,0.0004470554,0.0007236607,0.00152477,0.0009661107,0.003141984,0.008975651],"category_scores_gemma":[0.009680432,0.0007438645,0.00250544,0.0004595025,0.001293535,0.001405481,0.0006539579,0.003278617,0.0007105982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007210188,"about_ca_system_score_gemma":0.001762173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008439152,"about_ca_topic_score_gemma":0.00108415,"domain_scores_codex":[0.9964,0.002403001,0.0003010583,0.0004012067,0.0002548938,0.000239786],"domain_scores_gemma":[0.9929354,0.003665916,0.001794574,0.0004323123,0.0002915567,0.0008802772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.976904,0.01003376,0.00149608,0.0005133233,0.0009030736,0.0000188886,0.00006849832,0.00009782472,0.00026689,0.00005772649,0.0003089162,0.009330892],"study_design_scores_gemma":[0.8100806,0.1808713,0.00610817,0.0001031834,0.001451733,0.00002646986,0.00008184008,0.0003800098,0.000296486,0.0001481956,0.0004272447,0.00002484125],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895531,0.003796216,0.0003871087,0.0007802655,0.0006506401,0.003088616,0.000452379,0.00005841899,0.001233166],"genre_scores_gemma":[0.989567,0.00149149,0.001184662,0.0007866888,0.0007039987,0.004871014,0.0003450743,0.000008836018,0.001041164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008975651,"threshold_uncertainty_score":0.03002656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07998100976414864,"score_gpt":0.3915012512053765,"score_spread":0.3115202414412279,"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."}}