{"id":"W2084378495","doi":"10.1016/j.bbcan.2007.12.001","title":"Prostatic preneoplasia and beyond","year":2007,"lang":"en","type":"review","venue":"Biochimica et Biophysica Acta (BBA) - Reviews on Cancer","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; University Health Network; Toronto General Hospital; Princess Margaret Cancer Centre; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006132564,0.001231155,0.004134467,0.0004711995,0.0001662883,0.0001174585,0.00036024,0.0004920614,0.0001856632],"category_scores_gemma":[0.00009100928,0.0007672384,0.0009965436,0.0009601014,0.0003662331,0.0001209224,0.0001894589,0.001150942,0.000313965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006008917,"about_ca_system_score_gemma":0.001234651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002790289,"about_ca_topic_score_gemma":0.00001142358,"domain_scores_codex":[0.9953693,0.0003555033,0.001262881,0.001394511,0.0007140439,0.0009038242],"domain_scores_gemma":[0.9970877,0.0002945801,0.0008064303,0.001113872,0.00012995,0.000567432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001919212,0.0003915399,0.000001115463,0.05843394,0.000705022,0.00005891818,0.0001472076,1.005883e-8,0.0003699584,0.00005942256,0.01512607,0.9245149],"study_design_scores_gemma":[0.0009604022,0.000752166,0.0000339468,0.05154924,0.002553285,0.00005847892,0.000007715264,0.000001364231,0.001556951,0.0000209675,0.9418116,0.0006939211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009266963,0.9874948,0.000001047855,0.001100951,0.0003567353,0.006910317,0.0004603265,0.0000929462,0.002656138],"genre_scores_gemma":[0.00004942298,0.9903783,0.0002717563,0.00110932,0.0007031714,0.001978405,0.0007280724,0.0002066073,0.004574899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9266855,"threshold_uncertainty_score":0.9994779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150691740082747,"score_gpt":0.4442914818491642,"score_spread":0.3292223078408895,"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."}}