{"id":"W4234556771","doi":"10.3410/f.718007261.793514371","title":"Faculty Opinions recommendation of Vesicouretral reflux with neuropathic bladder: studying the resolution rate after ileocystoplasty.","year":2016,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Reflux; Medicine; Resolution (logic); Urology; Psychology; Computer science; Internal medicine; Artificial intelligence","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":[0.001369749,0.001451735,0.001604958,0.002349263,0.0004338411,0.002096114,0.002557373,0.002064262,0.03519762],"category_scores_gemma":[0.01497321,0.0004458755,0.002554669,0.003095368,0.0002519337,0.001432636,0.001416969,0.001423257,0.02601638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114707,"about_ca_system_score_gemma":0.002194135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01838926,"about_ca_topic_score_gemma":0.04026704,"domain_scores_codex":[0.9986487,0.0001909273,0.0003076688,0.0004370926,0.0002712618,0.0001443487],"domain_scores_gemma":[0.9952611,0.001025171,0.001338582,0.0008682521,0.0009738784,0.0005331321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006125005,0.00007068799,0.01953272,0.002605217,0.0004543304,0.00005116059,0.00002014064,0.0003589274,0.0001526647,0.000259649,0.9644956,0.01138645],"study_design_scores_gemma":[0.002651953,0.0001964076,0.1251307,0.00333462,0.001192537,0.0006691315,0.0001397336,0.003088193,0.001177223,0.002257602,0.8600157,0.0001461614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007132464,0.0002801389,0.00005599627,0.0001915784,0.0000510114,0.00002620201,0.9979171,0.0001402089,0.0006244513],"genre_scores_gemma":[0.002852665,0.0002616335,0.0003531635,0.0001703877,0.00003808051,0.0001128785,0.9948777,0.00004268827,0.001290825],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03519762,"threshold_uncertainty_score":0.1177478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004612781142904,"score_gpt":0.3573362119518824,"score_spread":0.3172900841404534,"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."}}