{"id":"W2989876061","doi":"10.21203/rs.3.rs-29986/v1","title":"A Urine-Based Biomarker for Chronic Prostatitis/Chronic Pelvic Pain Syndrome: A Retrospective Multi-Center Study","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Networks Canada Society","funders":"","keywords":"Prostatitis; Medicine; Urinary system; Chronic prostatitis/chronic pelvic pain syndrome; Biomarker; Urine; Pelvic pain; Internal medicine; Prostate; Surgery; Cancer; Biology","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":[0.001482537,0.0003336606,0.000593345,0.001208934,0.0007761642,0.00114513,0.0003298243,0.0005130324,0.00149624],"category_scores_gemma":[0.00222969,0.0004528767,0.0006109311,0.001763492,0.0003664053,0.0007984617,0.0007065547,0.0004884904,0.000272221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393694,"about_ca_system_score_gemma":0.000560105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773105,"about_ca_topic_score_gemma":0.002990307,"domain_scores_codex":[0.9990109,0.0002727834,0.0001440643,0.0002741094,0.0001645988,0.0001334778],"domain_scores_gemma":[0.9981624,0.0002928565,0.0006921771,0.0002617697,0.0003081848,0.0002825728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007219082,0.00002138873,0.9993081,0.00001064622,0.00006167823,0.00002831318,0.00002099691,0.00000720623,0.00008065168,0.000007662657,0.00003120105,0.0003499192],"study_design_scores_gemma":[0.00001366775,0.0002039419,0.9985758,0.00001610711,0.000131989,0.0003635772,0.000219888,0.0001298494,0.00008051882,0.0000192581,0.0002388366,0.000006647175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979436,0.0009781198,0.0002699676,0.00002936313,0.000009097003,0.00003285703,0.000476946,0.000002858072,0.0002573171],"genre_scores_gemma":[0.9990503,0.0001898821,0.0001691027,0.00004413549,0.00001503691,0.00002326979,0.0004219406,0.000002015376,0.00008427107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002773105,"threshold_uncertainty_score":0.007840455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1818257548762995,"score_gpt":0.4702023869059872,"score_spread":0.2883766320296877,"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."}}