{"id":"W2970718683","doi":"10.1038/s41391-019-0169-7","title":"The development and comparative effectiveness of a patient-centered prostate biopsy report: a prospective, randomized study","year":2019,"lang":"en","type":"article","venue":"Prostate Cancer and Prostatic Diseases","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"National Cancer Institute; Institute for Prostate Cancer Research","keywords":"Medicine; Prostate cancer; Prostate biopsy; Prostate; Biopsy; Randomized controlled trial; Health literacy; Critical appraisal; Gynecology; Internal medicine; Cancer; Health care; Pathology; Alternative 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":[0.0009618525,0.0003423964,0.001006832,0.0001028824,0.001031083,0.00005042349,0.0001825045,0.0000552971,0.00002038275],"category_scores_gemma":[0.0005178552,0.0002205171,0.00006348369,0.0002967505,0.0004641656,0.0002298608,0.0003594303,0.0003258064,0.000008198943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185895,"about_ca_system_score_gemma":0.0009876094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004121754,"about_ca_topic_score_gemma":0.0001242104,"domain_scores_codex":[0.9942327,0.002782038,0.001409541,0.0006102599,0.000444002,0.0005215052],"domain_scores_gemma":[0.9933164,0.003994043,0.001073302,0.0006182647,0.0007640447,0.000233999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04714606,0.0003196516,0.8293915,0.002894537,0.0002944411,0.000007148089,0.1165102,0.000005778704,0.00003567428,0.000519048,0.0000225174,0.002853517],"study_design_scores_gemma":[0.1320961,0.0009748781,0.7071187,0.003505039,0.0003060012,0.000009304431,0.1498106,0.0003033166,0.0003522092,0.003520637,0.001325665,0.0006775546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606924,0.01379701,0.000004779045,0.0002021863,0.0004017517,0.0242235,0.0002397838,0.00006733805,0.0003712677],"genre_scores_gemma":[0.9842379,0.0004487624,0.0002358013,0.00005352646,0.0000111646,0.01453933,0.00008011911,0.0000301845,0.000363184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1222728,"threshold_uncertainty_score":0.8992427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0783889632913936,"score_gpt":0.3989811399414064,"score_spread":0.3205921766500128,"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."}}