{"id":"W2133435480","doi":"","title":"Exploring patient perceptions of PSA screening for prostate cancer: risks, effectiveness, and importance.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Medicine; Prostate cancer screening; Prostate cancer; Blood test; Test (biology); Prostate-specific antigen; Gynecology; Cancer; Cancer screening; Prostate; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001823292,0.0002328126,0.0002694088,0.0004141903,0.001384534,0.0008807296,0.0003745531,0.0004569181,0.002836976],"category_scores_gemma":[0.006548162,0.0001723016,0.0004564007,0.0006735043,0.000801209,0.0003732197,0.0004425833,0.0006843667,0.0001605261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005548391,"about_ca_system_score_gemma":0.008466041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.636973,"about_ca_topic_score_gemma":0.7036958,"domain_scores_codex":[0.9985815,0.0002770096,0.00006972052,0.00004750212,0.0007496899,0.0002744631],"domain_scores_gemma":[0.9971372,0.0007085442,0.0007117804,0.00004008543,0.0008211378,0.0005812148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003910708,0.0002764433,0.9537013,0.0003123328,0.0001300554,0.000173732,0.01404869,0.0001481986,0.000719727,0.0001136562,0.001619095,0.02836581],"study_design_scores_gemma":[0.00005870609,0.0005316871,0.9793606,0.0001342595,0.00009381099,0.0002725515,0.01630816,0.0003602527,0.0001790024,0.00005272613,0.002612478,0.00003561095],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996695,0.0004359853,0.00007240543,0.0005648459,0.000008274438,0.00005030698,0.0001447153,0.000003402056,0.002025037],"genre_scores_gemma":[0.999033,0.0002415248,0.0001694643,0.0001528897,0.000005195783,0.00001231414,0.00007564094,8.328219e-7,0.0003091925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.636973,"threshold_uncertainty_score":0.7303298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168892912535131,"score_gpt":0.3094272925354566,"score_spread":0.1925380012819435,"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."}}