{"id":"W4407069940","doi":"10.5206/tba.v6i1.18687","title":"19,000 Scanned Anal Queefs and Counting","year":2025,"lang":"en","type":"article","venue":"tba Journal of Art Media and Visual Culture","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Computer graphics (images); Computer vision; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001415265,0.0006937495,0.0002276759,0.00219701,0.005013195,0.00347698,0.0007457169,0.001812985,0.1382139],"category_scores_gemma":[0.003823112,0.0003720284,0.0005500878,0.002513269,0.002174248,0.003694136,0.002410208,0.002788795,0.01875352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163937,"about_ca_system_score_gemma":0.0008673845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008414123,"about_ca_topic_score_gemma":0.03963491,"domain_scores_codex":[0.999293,0.0001762606,0.00002508007,0.00007360226,0.0003002086,0.0001318482],"domain_scores_gemma":[0.9988004,0.0004008031,0.0001079207,0.0001240114,0.0002814551,0.0002854449],"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":[0.00006531186,0.00006428752,0.00144131,0.0002093356,0.000008703149,0.0003317245,0.003696563,0.00004685382,0.0008457873,0.01277028,0.9165875,0.06393234],"study_design_scores_gemma":[0.000002655848,0.00001962469,0.002149519,0.0001500793,0.000002698505,0.0004300289,0.002417023,0.00003077999,0.0002117065,0.0004051373,0.9941677,0.00001306038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03708247,0.0385839,0.003974776,0.08304661,0.0229017,0.0002686588,0.00410256,0.00124095,0.8087984],"genre_scores_gemma":[0.05079995,0.01204052,0.002935102,0.009559236,0.004889437,0.0001548392,0.00139999,0.0007499059,0.917471],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8617861,"threshold_uncertainty_score":0.4623714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009968867971013325,"score_gpt":0.295587935784215,"score_spread":0.2856190678132017,"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."}}