{"id":"W3002257991","doi":"10.2196/15502","title":"Preparing African American Men to Make Informed Prostate Cancer Screening Decisions: Development and Pilot Testing of an Interactive Online Decision Aid","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overdiagnosis; Prostate cancer screening; Prostate cancer; Medicine; Decision aids; Family medicine; Test (biology); Focus group; Cancer screening; Gynecology; Psychological intervention; Cancer; Prostate-specific antigen; Alternative medicine; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003480183,0.0005025719,0.0001739072,0.0002575547,0.0004350035,0.0004698526,0.0006889038,0.0003689401,0.003811016],"category_scores_gemma":[0.005844766,0.0002201599,0.0003219281,0.0001269275,0.0003244139,0.0005835643,0.0009024285,0.0004774884,0.0002827772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002599358,"about_ca_system_score_gemma":0.0009221868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007771434,"about_ca_topic_score_gemma":0.0016095,"domain_scores_codex":[0.9990755,0.0005996797,0.00005141122,0.00007073588,0.0001067256,0.00009590272],"domain_scores_gemma":[0.9969393,0.002154185,0.0001317735,0.0001058368,0.0002015183,0.0004673431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007070915,0.08054031,0.1111072,0.001299895,0.0001662526,0.001553738,0.02757798,0.004487345,0.02970606,0.000633051,0.004497894,0.7313594],"study_design_scores_gemma":[0.01155679,0.2837616,0.4153123,0.001133187,0.001309935,0.00359955,0.03602406,0.0641601,0.1158167,0.002062534,0.06472825,0.0005349072],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960587,0.00002931763,0.001694121,0.0001368835,0.00001126,0.0009955452,0.00004815513,0.00006521319,0.0009608893],"genre_scores_gemma":[0.9348746,0.0001827028,0.06114269,0.0002017985,0.00002416551,0.001937825,0.0001777664,0.00001704095,0.00144141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003811016,"threshold_uncertainty_score":0.0184052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3225614383812918,"score_gpt":0.5014626464831959,"score_spread":0.1789012081019041,"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."}}