{"id":"W2061989052","doi":"10.1080/01674820801970306","title":"Premenstrual Syndrome in Thai Nurses","year":2008,"lang":"en","type":"article","venue":"Journal of Psychosomatic Obstetrics & Gynecology","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Menstruation; Medicine; Logistic regression; Confidence interval; Odds ratio; Demography; Chi-square test; Test (biology); Gynecology; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002108382,0.0001314651,0.0001597444,0.000348632,0.0003496767,0.0003135528,0.0001339582,0.0002294422,0.001398356],"category_scores_gemma":[0.001702515,0.0001555946,0.0001333994,0.0003451402,0.0001724949,0.0002419734,0.0002827111,0.0002206398,0.0001177383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786371,"about_ca_system_score_gemma":0.000372193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007149691,"about_ca_topic_score_gemma":0.006545066,"domain_scores_codex":[0.9997705,0.00005663341,0.0000247453,0.0000271749,0.00006393101,0.00005703836],"domain_scores_gemma":[0.9991218,0.0001441589,0.000427593,0.00001392311,0.0000922244,0.0002002684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004104403,0.0000384279,0.9962128,0.00002849571,0.000007039883,0.0003553132,0.0006506933,0.00001093566,0.0002465509,0.000007902828,0.00009443112,0.002306357],"study_design_scores_gemma":[0.0000076022,0.0002244537,0.9952471,0.00002729958,0.000007080267,0.001571156,0.002536329,0.00009725388,0.00004715285,0.00001384353,0.0002174155,0.00000328498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994704,0.0001324827,0.00002058921,0.00004432205,0.000005506462,0.000004198434,0.00003050893,6.605578e-7,0.0002913134],"genre_scores_gemma":[0.9995806,0.0001828614,0.00003791281,0.0000276871,0.000006872744,0.00000785593,0.0000488824,3.743442e-7,0.0001069764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007149691,"threshold_uncertainty_score":0.01421618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106068304494992,"score_gpt":0.3191420460306462,"score_spread":0.2880813629856963,"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."}}