{"id":"W2743526583","doi":"10.5489/cuaj.4842","title":"New research in prostate cancer, ASCO 2017","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Prostate; Oncology; Medicine; Internal medicine; Gynecology; Cancer","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":[0.002593255,0.0007066668,0.0008477608,0.004447537,0.002158735,0.00404575,0.001146016,0.002446753,0.1617403],"category_scores_gemma":[0.007780956,0.0004639158,0.000676437,0.003422117,0.001168597,0.00163037,0.001702331,0.002435582,0.04974282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005002144,"about_ca_system_score_gemma":0.01824644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04478043,"about_ca_topic_score_gemma":0.136868,"domain_scores_codex":[0.9981688,0.0001642406,0.0001416337,0.0001185841,0.001075434,0.0003313315],"domain_scores_gemma":[0.9912289,0.0007664163,0.0004244907,0.0003018676,0.004396788,0.002881544],"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":[0.0001441594,0.00003622806,0.0005023407,0.0008598525,0.00001557312,0.00007851927,0.00001191347,0.00003324338,0.0003232457,0.0007331714,0.8978702,0.0993917],"study_design_scores_gemma":[0.00004359254,0.00003245673,0.00198465,0.000843826,0.00001953795,0.0001643605,0.00003261871,0.00003111775,0.0001483623,0.0003850629,0.9963076,0.000006740912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001967181,0.2464763,0.0005215735,0.09952187,0.1570312,0.000363755,0.005474942,0.0004431551,0.4881999],"genre_scores_gemma":[0.01791648,0.3237231,0.001365916,0.03051237,0.08132745,0.0002286551,0.007902376,0.0004578882,0.5365658],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1617403,"threshold_uncertainty_score":0.5410752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0988088300973852,"score_gpt":0.4012404932268154,"score_spread":0.3024316631294302,"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."}}