{"id":"W2794418238","doi":"10.1200/jco.2018.36.6_suppl.145","title":"Comparative effectiveness of a patient-centered prostate biopsy report in clinical prostate cancer practice.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Prostate biopsy; Prostate; Prostate cancer; Biopsy; Checklist; Gynecology; Cancer; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07181346,0.0006744241,0.001127116,0.001718457,0.0006760619,0.001888454,0.001256683,0.00143769,0.00365945],"category_scores_gemma":[0.1826089,0.0006437172,0.001759022,0.001191387,0.001201338,0.002446488,0.003310998,0.001095738,0.0004261023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002421016,"about_ca_system_score_gemma":0.003651126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006440526,"about_ca_topic_score_gemma":0.0006623937,"domain_scores_codex":[0.8143931,0.1624574,0.006507134,0.003325251,0.01220196,0.0011152],"domain_scores_gemma":[0.7603769,0.1825614,0.03638557,0.00776951,0.006305336,0.006601283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1357936,0.02107268,0.142311,0.006606083,0.003439658,0.0002976031,0.01413078,0.004210813,0.001303942,0.001191466,0.00258647,0.667056],"study_design_scores_gemma":[0.04898747,0.417751,0.486132,0.002930039,0.002976085,0.0007917705,0.01059857,0.01262652,0.004007433,0.001798801,0.01078321,0.0006171777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988521,0.001955591,0.001980492,0.0008898461,0.0001347917,0.003029475,0.0002923725,0.00007484751,0.003121475],"genre_scores_gemma":[0.9909778,0.0006637889,0.004714916,0.0002313165,0.00008617402,0.002974612,0.0001745696,0.000009418978,0.0001675184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07181346,"threshold_uncertainty_score":0.3797904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3791797083473549,"score_gpt":0.641642305559582,"score_spread":0.2624625972122271,"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."}}