{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003461275,0.000182787,0.0007733354,0.0009729933,0.0000659173,0.000005849926,0.0001812088,0.0002180388,0.000430681],"category_scores_gemma":[0.003428095,0.0001512233,0.0001545884,0.000877436,0.0001312716,0.0001270126,0.00001713284,0.0005323556,0.00007263347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171291,"about_ca_system_score_gemma":0.0005229926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001074331,"about_ca_topic_score_gemma":0.000009187646,"domain_scores_codex":[0.9974695,0.0001163927,0.001263752,0.0001741324,0.0004988878,0.000477378],"domain_scores_gemma":[0.9972934,0.001256819,0.0006115814,0.0002529892,0.0001980536,0.0003871458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003612069,0.002254949,0.9561103,0.0006314066,0.000147291,0.007509,0.002829973,0.00003077587,0.0001391845,0.000325918,0.006362834,0.02329718],"study_design_scores_gemma":[0.01042111,0.004440633,0.9535751,0.0003034147,0.00009543935,0.0219896,0.001390651,0.000146575,0.00003267724,0.001499838,0.00588085,0.0002241282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872503,0.00217787,0.0000630542,0.001147892,0.003976511,0.0003715558,0.000001726908,0.00001474908,0.004996357],"genre_scores_gemma":[0.9944184,0.0007051002,0.003399515,0.0009361315,0.00007594211,0.000006544669,0.000001928902,0.00002119926,0.0004352761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02307305,"threshold_uncertainty_score":0.6166706,"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."}}