{"id":"W2466224747","doi":"","title":"Anorectal symptom management in pregnancy: development of a severity scale.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Anorectal Disease Treatments and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada); University of Toronto","funders":"","keywords":"Medicine; Concordance; Quality of life (healthcare); Pregnancy; Hemorrhoids; Severity of illness; Scale (ratio); Internal medicine; Obstetrics; Surgery","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":[0.003621082,0.0002948613,0.0003172099,0.0009325721,0.0001523427,0.0002828249,0.0003270753,0.0002750855,0.0009613923],"category_scores_gemma":[0.008810817,0.0001735385,0.0004267262,0.0005041423,0.0002594154,0.0004646141,0.0006051617,0.0006289842,0.0002002612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003736722,"about_ca_system_score_gemma":0.0007272117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007356819,"about_ca_topic_score_gemma":0.001258763,"domain_scores_codex":[0.9981616,0.0009192377,0.0003605285,0.00006596588,0.0004399964,0.00005264031],"domain_scores_gemma":[0.9967293,0.001313633,0.001005626,0.0001070532,0.0005792466,0.0002652355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009318097,0.0005750571,0.8479069,0.0004852225,0.0001812411,0.0002456714,0.0009155768,0.0006618967,0.003380388,0.0003952004,0.002517923,0.1418032],"study_design_scores_gemma":[0.0001795228,0.00301279,0.9870239,0.0001828655,0.00007326603,0.001590393,0.0005462423,0.002339499,0.0007429993,0.0003370961,0.003945257,0.00002619681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9793832,0.002595316,0.007453816,0.0009171651,0.0001127474,0.002493695,0.001352367,0.00006667776,0.005624971],"genre_scores_gemma":[0.9548516,0.001110061,0.04036905,0.0001226454,0.00004455071,0.001696006,0.001228052,0.000008624228,0.0005694527],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003621082,"threshold_uncertainty_score":0.01915038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342121013294781,"score_gpt":0.2346097542476147,"score_spread":0.2011885441146669,"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."}}