{"id":"W4399357890","doi":"10.5489/cuaj.8838","title":"Poster Session 12: Health Equity, QI","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Penile prosthesis; Surgery; Health care; Surgical instrument; Perioperative; Context (archaeology); General surgery; Operations management; Prosthesis; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003932657,0.0005055139,0.0004688109,0.0008883113,0.002001291,0.002961647,0.0008600914,0.002413665,0.3877205],"category_scores_gemma":[0.005487835,0.0002399338,0.0003240819,0.0009242861,0.00132869,0.001551419,0.005162128,0.002241061,0.04471985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003124412,"about_ca_system_score_gemma":0.008804128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008305254,"about_ca_topic_score_gemma":0.01436107,"domain_scores_codex":[0.9979261,0.0007301369,0.00006980159,0.0002414045,0.0005038615,0.0005286474],"domain_scores_gemma":[0.9961902,0.0004718579,0.0001549911,0.0001397757,0.0008552791,0.002187862],"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":[0.00004919163,0.0000637048,0.0009742541,0.000350176,0.000003650774,0.00003559668,0.0003810716,0.00002953558,0.00008787993,0.004384125,0.8790627,0.1145781],"study_design_scores_gemma":[0.00006833564,0.00009391144,0.009915606,0.0009406826,0.000004743837,0.0001054911,0.0008966901,0.00006568498,0.00008527655,0.004786739,0.9830242,0.00001252058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006298775,0.01387498,0.002183459,0.2791549,0.021163,0.001127403,0.003360385,0.0004622466,0.6723748],"genre_scores_gemma":[0.1494373,0.025475,0.004435745,0.05313332,0.03377772,0.001384974,0.003182221,0.0002914943,0.7288823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3877205,"threshold_uncertainty_score":0.8733423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02097058527488223,"score_gpt":0.2863827894441012,"score_spread":0.265412204169219,"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."}}