{"id":"W2943096089","doi":"10.5489/cuaj.6037","title":"A new paradigm for functional urology","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Urology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01390845,0.001215538,0.001148781,0.002600123,0.01030145,0.01102014,0.003727585,0.008176467,0.02470158],"category_scores_gemma":[0.01104977,0.000434739,0.001251711,0.00139048,0.04283701,0.01714218,0.008005732,0.01096766,0.003887934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01560666,"about_ca_system_score_gemma":0.03443203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01717328,"about_ca_topic_score_gemma":0.02284581,"domain_scores_codex":[0.9937527,0.002347934,0.0002699162,0.0007393747,0.001802022,0.001088246],"domain_scores_gemma":[0.987462,0.002809292,0.0004318058,0.001108132,0.003420878,0.004767914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003342817,0.00005618757,0.0002927025,0.0001402127,0.000007528475,0.00006044136,0.00123164,0.0001671932,0.000113651,0.9171659,0.05100438,0.02972678],"study_design_scores_gemma":[0.00003762068,0.00007704744,0.0004997481,0.0003861005,0.000008261299,0.0002126904,0.001823903,0.0003749266,0.00008519335,0.6741304,0.322317,0.00004704617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00503831,0.0271623,0.02912699,0.639591,0.02875259,0.0000903071,0.0002051651,0.0003615734,0.2696718],"genre_scores_gemma":[0.5268779,0.03790039,0.04937582,0.1975983,0.04722388,0.0008321656,0.0004757621,0.0007183814,0.1389973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02470158,"threshold_uncertainty_score":0.1132348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02534182022617019,"score_gpt":0.2673004917236278,"score_spread":0.2419586714974576,"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."}}