{"id":"W4383198017","doi":"10.21203/rs.3.rs-3108659/v1","title":"Sleep-related painful erections: a survey-based analysis of patient-reported experiences with diagnosis and management","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sleep (system call); Medicine; Psychology; Computer science","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":[0.001564044,0.0001320882,0.0003324772,0.001259961,0.0004478472,0.000658393,0.0002280646,0.0003612119,0.001961099],"category_scores_gemma":[0.005989776,0.0001834626,0.0005388663,0.001404606,0.0003351536,0.0007072547,0.000862275,0.0004355529,0.0002410914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003749981,"about_ca_system_score_gemma":0.0004761656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003295352,"about_ca_topic_score_gemma":0.005223298,"domain_scores_codex":[0.9990326,0.000476379,0.0001545577,0.00007603558,0.000125636,0.0001347623],"domain_scores_gemma":[0.9960523,0.001531188,0.001469489,0.0001076619,0.0003323408,0.0005070048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007778299,0.0000713423,0.9966774,0.00001725276,0.00004108009,0.00004156275,0.001201148,0.0000256066,0.00008500936,0.00001328899,0.00008512423,0.001663379],"study_design_scores_gemma":[0.000004461955,0.0001681867,0.9968082,0.000008429683,0.00001321484,0.0001166443,0.002595587,0.00007362819,0.00002380019,0.000006195,0.0001765568,0.000004988791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993082,0.00008123193,0.00003056117,0.0000333125,0.000001743383,0.00001138012,0.0002675757,0.000001104251,0.0002648038],"genre_scores_gemma":[0.9992961,0.00009187264,0.00006374528,0.00002769247,0.000003306732,0.00001574468,0.0003664277,0.00000125333,0.0001338586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003295352,"threshold_uncertainty_score":0.008271515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613516311618966,"score_gpt":0.4193837384079529,"score_spread":0.2580321072460563,"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."}}