{"id":"W4403973375","doi":"10.18103/mra.v12i10.5804","title":"A Novel Prostate Cancer Prevention Strategy: Prevention and Management of Occult Prostatitis","year":2024,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Prostatitis; Occult; Medicine; Prostate cancer; Prostate; Urology; Cancer; Cancer prevention; Internal medicine; Pathology; Alternative 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099406,0.0005800676,0.0008097293,0.0009543616,0.0008566349,0.001684907,0.001056811,0.002134116,0.007881858],"category_scores_gemma":[0.001532101,0.0001764059,0.0008587406,0.0005772064,0.0005771929,0.00201091,0.001332848,0.00350985,0.001974843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000922008,"about_ca_system_score_gemma":0.004003591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001271973,"about_ca_topic_score_gemma":0.004465384,"domain_scores_codex":[0.9993454,0.0002255726,0.0000454115,0.00009283571,0.0002048858,0.00008590593],"domain_scores_gemma":[0.9992316,0.00009702548,0.000124741,0.00003868531,0.0002437432,0.0002643409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002971006,0.002208633,0.009341174,0.003585531,0.0002495709,0.001596654,0.0002635592,0.0008794736,0.004987245,0.01413907,0.1073421,0.8551099],"study_design_scores_gemma":[0.000645151,0.004014197,0.05377162,0.009423617,0.0007393836,0.01833014,0.001454916,0.00400617,0.004487761,0.04665646,0.8562858,0.0001848408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02585136,0.4395764,0.0486583,0.4245397,0.0121261,0.0006450954,0.0004693226,0.0007522232,0.04738164],"genre_scores_gemma":[0.2490051,0.4495908,0.1132878,0.1215879,0.02634124,0.0008013472,0.001338074,0.0001354563,0.03791229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007881858,"threshold_uncertainty_score":0.02636743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06607577388400349,"score_gpt":0.4404545081028162,"score_spread":0.3743787342188127,"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."}}