{"id":"W1756131458","doi":"10.1002/9780470755006","title":"Challenges in Prostate Cancer","year":2006,"lang":"en","type":"book","venue":"","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Cancer; Prostate; Medicine; Oncology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005669085,0.001255436,0.001399198,0.002029062,0.001886306,0.005488202,0.002166091,0.00705011,0.07864794],"category_scores_gemma":[0.01380059,0.0004472658,0.001057246,0.002045516,0.002481696,0.006674452,0.003910395,0.009409584,0.04295881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438069,"about_ca_system_score_gemma":0.006836466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004079422,"about_ca_topic_score_gemma":0.007834941,"domain_scores_codex":[0.9967961,0.0009167343,0.0002263038,0.0004026233,0.001291818,0.0003665313],"domain_scores_gemma":[0.9904724,0.002693646,0.0004054678,0.0005543817,0.003229764,0.00264428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001278625,0.00001128085,0.0001177074,0.0003131595,0.000007776358,0.00005435526,0.00005281422,0.00002727891,0.00003954852,0.006386951,0.892279,0.1006972],"study_design_scores_gemma":[0.000003786891,0.00001472501,0.0002036312,0.0005685614,0.000003787491,0.0002301578,0.00008936224,0.00001228393,0.000008831622,0.004859171,0.9939984,0.000007370115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001775497,0.4380643,0.0009710907,0.4425848,0.07869481,0.00004346108,0.0004357186,0.000204552,0.03882377],"genre_scores_gemma":[0.005085872,0.5531964,0.003125257,0.1784126,0.1325657,0.0002236383,0.001149608,0.0002433105,0.1259976],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07864794,"threshold_uncertainty_score":0.2631036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08278476200696,"score_gpt":0.3613460843294017,"score_spread":0.2785613223224417,"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."}}