{"id":"W2065498468","doi":"10.1375/twin.14.5.433","title":"The Heritability of Premenstrual Syndrome","year":2011,"lang":"en","type":"article","venue":"Twin Research and Human Genetics","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Concordance; Heritability; Twin study; Dizygotic twins; Medicine; Genetic model; Demography; Genetic correlation; Psychology; Internal medicine; Biology; Genetic variation; Genetics; Obstetrics; Population; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009138182,0.00006118431,0.0001314527,0.00005074443,0.0002820813,0.000009117702,0.00009971362,0.00004925779,0.0001984796],"category_scores_gemma":[0.00007840253,0.00004118447,0.00002192519,0.00009965658,0.0008063224,0.00001163272,0.00007969861,0.0002137765,0.000008911248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001464413,"about_ca_system_score_gemma":0.0001236166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002304218,"about_ca_topic_score_gemma":0.0001208801,"domain_scores_codex":[0.9988056,0.00008544463,0.0002175946,0.0001491869,0.0003711874,0.0003710194],"domain_scores_gemma":[0.9991089,0.00007114869,0.00002607808,0.0003323551,0.0002089654,0.0002525761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001790736,0.001483031,0.8899249,0.002527954,0.0001413691,0.00009090915,0.007510074,2.147948e-7,0.004925619,0.03136656,0.00373993,0.05649868],"study_design_scores_gemma":[0.000925951,0.004388786,0.9731264,0.00004236841,0.00001020678,0.00004001789,0.001674461,0.00001402534,0.001722097,0.01568577,0.002302601,0.00006733513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834011,0.001355308,0.000002643758,0.0001019877,0.00002640935,0.0003976137,0.00000346767,0.00000866316,0.01470283],"genre_scores_gemma":[0.998593,0.0002478357,0.0003819556,0.0000231481,0.00002233473,0.00001332036,0.000002364495,0.000007836126,0.0007081872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08320145,"threshold_uncertainty_score":0.2970929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2613963923422786,"score_gpt":0.4383770291822416,"score_spread":0.176980636839963,"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."}}