{"id":"W1987396837","doi":"10.2165/01312067-200801010-00004","title":"Concordance of Couples’ Prostate Cancer Screening Recommendations from a Decision Analysis","year":2008,"lang":"en","type":"article","venue":"Patient","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Concordance; Prostate cancer; Medicine; Prostate; Decision analysis; Cancer; Oncology; Gynecology; Internal medicine; Statistics; Mathematics","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":[0.00003358066,0.00009951364,0.0003176018,0.0001047153,0.00007355282,0.000003643233,0.00003393868,0.0000237193,0.0003975209],"category_scores_gemma":[0.00002874598,0.0000797279,0.000126934,0.0004172493,0.0000456486,0.00004374658,0.0000277946,0.00005473758,0.000005964479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001149747,"about_ca_system_score_gemma":0.0000773294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00236935,"about_ca_topic_score_gemma":0.0002516496,"domain_scores_codex":[0.9990948,0.00001552313,0.0003151219,0.0002218248,0.0002216084,0.0001310766],"domain_scores_gemma":[0.9992285,0.0001133045,0.0001717629,0.000228427,0.0001636501,0.00009440594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002184666,0.0002828078,0.8439584,0.000007710747,0.0007506198,0.00002108559,0.001503354,0.0006575623,0.0001826975,0.000005518037,0.001865125,0.1505466],"study_design_scores_gemma":[0.002684061,0.0007072229,0.9587614,0.00045965,0.001264533,0.000003221339,0.0003293175,0.00332277,0.01649913,0.00005263503,0.01574784,0.0001682556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993219,0.003344791,0.001712926,0.0006481049,0.00009908659,0.0003619402,0.0004647684,0.00001853276,0.0001308505],"genre_scores_gemma":[0.9856942,0.00518222,0.008338197,0.0002457274,0.00002225028,0.0001826558,0.0002820987,0.000009919065,0.00004272267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1503784,"threshold_uncertainty_score":0.4352575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283158370511499,"score_gpt":0.3112408441308653,"score_spread":0.2784092604257503,"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."}}