{"id":"W4281702949","doi":"10.5489/cuaj.7924","title":"Poster Session 2: BPH","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008006823,0.001047243,0.00089425,0.0009676523,0.001009759,0.001649864,0.000788477,0.001945605,0.4322958],"category_scores_gemma":[0.001709135,0.0002545925,0.0008340879,0.0003964153,0.0002739243,0.0008557682,0.001727335,0.002251013,0.1762293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005617742,"about_ca_system_score_gemma":0.000928418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005044451,"about_ca_topic_score_gemma":0.0009113881,"domain_scores_codex":[0.9994622,0.00009750198,0.0000390942,0.000120614,0.0001846969,0.00009589447],"domain_scores_gemma":[0.9988147,0.0001208271,0.00006503998,0.00005132501,0.0003163443,0.0006318447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005851109,0.000310157,0.001450174,0.0007144136,0.00002811847,0.0006772605,0.00006690494,0.00006863664,0.00092567,0.0005088666,0.8621454,0.1325194],"study_design_scores_gemma":[0.0001729578,0.0006189099,0.006452419,0.0008083053,0.00003689877,0.002787825,0.0001732185,0.0001203766,0.0008139514,0.001185545,0.9868046,0.00002502439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01672511,0.03830218,0.004831432,0.05281018,0.2171712,0.002103827,0.007728824,0.00236261,0.6579646],"genre_scores_gemma":[0.0485906,0.01983285,0.002307131,0.01288768,0.1092589,0.0006777768,0.003550524,0.0005110778,0.8023834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5677042,"threshold_uncertainty_score":0.8097611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01515919331556265,"score_gpt":0.2382264917282278,"score_spread":0.2230672984126652,"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."}}