{"id":"W2261141999","doi":"10.3109/21681805.2013.812395","title":"Session 1A: Prostate Cancer – Treatment and Health Outcomes","year":2013,"lang":"en","type":"article","venue":"Scandinavian Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dominican University College","funders":"","keywords":"Prostate cancer; Session (web analytics); Medicine; Cancer; Oncology; Psychology; Internal medicine; Computer science; World Wide Web","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":[0.0001139986,0.0001493946,0.0005253537,0.0001192807,0.00006948572,0.00001626811,0.00003457763,0.00004677223,0.0002381526],"category_scores_gemma":[0.000008269471,0.00008610523,0.0000907426,0.00006371405,0.00007109808,0.00009575073,0.00001511508,0.0001145287,0.000009557101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003212451,"about_ca_system_score_gemma":0.0002256182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004688171,"about_ca_topic_score_gemma":0.00003493663,"domain_scores_codex":[0.9990808,0.00004875004,0.0003535255,0.0001439706,0.000103497,0.0002694303],"domain_scores_gemma":[0.9991102,0.00003310265,0.0003039301,0.0001083632,0.0001096701,0.0003346927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001386332,0.0001974583,0.8510208,0.00002340609,0.0001980299,0.00007350902,0.0004712955,0.000003519555,0.00005824885,0.00002493668,0.002124067,0.1456661],"study_design_scores_gemma":[0.004912251,0.009987394,0.977643,0.000127496,0.0001487784,0.0005887963,0.0001173214,0.00001112787,0.0001873633,0.0003669835,0.005833739,0.00007572724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9157319,0.01548796,0.000008301464,0.06786615,0.0003176533,0.0004599825,0.00001117532,0.00000799968,0.0001088684],"genre_scores_gemma":[0.9830536,0.01407259,0.0001680176,0.002108384,0.0001008516,0.00005789895,0.000003822709,0.00001423514,0.0004205849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455904,"threshold_uncertainty_score":0.351127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787363192914592,"score_gpt":0.3386774523131079,"score_spread":0.310803820383962,"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."}}