{"id":"W4404349570","doi":"10.1016/j.jmig.2024.09.070","title":"Endometriosis and Mental Health: A Population-Based Cohort Study","year":2024,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Endometriosis; Mental health; Cohort; Population; Gynecology; Psychiatry; Environmental health; Internal medicine","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":[0.0009459367,0.0006323746,0.0006578079,0.000878183,0.001715926,0.001468324,0.0007786096,0.001384302,0.002033257],"category_scores_gemma":[0.00197262,0.001246738,0.001568503,0.001966436,0.0005971703,0.001228052,0.001184621,0.001771838,0.000396098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007255521,"about_ca_system_score_gemma":0.000913006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02894952,"about_ca_topic_score_gemma":0.03402859,"domain_scores_codex":[0.9991115,0.0002337065,0.00006942442,0.0002684315,0.0001075156,0.000209421],"domain_scores_gemma":[0.9987779,0.0001378688,0.0003451247,0.0002212785,0.0001481265,0.0003696907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002586602,0.0001886002,0.9978176,0.000008103364,0.0003228215,0.0002200876,0.0002149013,0.00002011797,0.0003810298,0.00002502762,0.0001696073,0.0003733603],"study_design_scores_gemma":[0.00004140305,0.0001652813,0.9983701,0.000007392906,0.0001629217,0.0003015377,0.0006787869,0.00009786993,0.00002443633,0.00002683798,0.000113098,0.00001042665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989088,0.0001470631,0.00009088091,0.00009706272,0.00001461732,0.0000170881,0.0005173532,0.00000311846,0.0002039434],"genre_scores_gemma":[0.9990921,0.0001451798,0.0001000278,0.00007350112,0.00001449832,0.00002610824,0.0003173361,0.000003153296,0.000228098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02894952,"threshold_uncertainty_score":0.05756205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347395485398843,"score_gpt":0.3363372504519008,"score_spread":0.3128632955979124,"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."}}