{"id":"W4405021724","doi":"10.1111/1471-0528.18021","title":"Pain Phenotypes in Endometriosis: A Population‐Based Study Using Latent Class Analysis","year":2024,"lang":"en","type":"article","venue":"BJOG An International Journal of Obstetrics & Gynaecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Centre hospitalier universitaire de Québec","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Endometriosis; Latent class model; Irritable bowel syndrome; Fibromyalgia; Population; Quality of life (healthcare); Comorbidity; Internal medicine; Anxiety; Mood; Physical therapy; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002002582,0.0002983962,0.000429252,0.0008857247,0.0007079354,0.0009115213,0.0003383108,0.0004189556,0.001383636],"category_scores_gemma":[0.00491131,0.0002494874,0.0005975763,0.001262282,0.0004567774,0.0005839051,0.0006968012,0.0007927596,0.0001761532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006466943,"about_ca_system_score_gemma":0.0007736112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953723,"about_ca_topic_score_gemma":0.01765605,"domain_scores_codex":[0.9990728,0.0004438174,0.00004861871,0.0001335008,0.0001518585,0.0001494198],"domain_scores_gemma":[0.9982443,0.0005005898,0.0006589687,0.0001916549,0.0002082179,0.0001961948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001485968,0.00008411289,0.9977971,0.00000854591,0.0000685254,0.00003518285,0.0001556707,0.0001043794,0.0001039211,0.00004176054,0.0001319445,0.001320311],"study_design_scores_gemma":[0.00004221623,0.0001621408,0.9971226,0.00001296569,0.00003574135,0.0001284965,0.0003930994,0.001802735,0.00002035343,0.00009252672,0.0001788161,0.000008379697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986277,0.0001331783,0.0005923416,0.00008631923,0.000004623753,0.00003382941,0.0003555923,0.000003542948,0.0001628416],"genre_scores_gemma":[0.9992689,0.00005430413,0.000224038,0.00001831734,0.000005037552,0.00003337244,0.0003211982,0.000001389519,0.0000735076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01953723,"threshold_uncertainty_score":0.03884703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745606679075355,"score_gpt":0.3729120158244066,"score_spread":0.3254559490336531,"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."}}