{"id":"W4389581057","doi":"10.1038/s41598-023-48628-x","title":"Learning exceptions to category rules varies across the menstrual cycle","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement; Natural Sciences and Engineering Research Council of Canada; Fondation Brain Canada; Alzheimer's Society; Ontario Brain Institute","keywords":"Menstrual cycle; Cognition; Affect (linguistics); Task (project management); Psychology; Hippocampus; Parallels; Cognitive psychology; Hormone; Developmental psychology; Medicine; Neuroscience; Internal medicine; Communication","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002423068,0.00008883653,0.000195161,0.0001747343,0.0001429056,0.000282806,0.00008631483,0.0001249935,0.001324856],"category_scores_gemma":[0.001861905,0.00009696512,0.00007743901,0.0001268511,0.000214277,0.0001410865,0.0002228188,0.0001833204,0.0001890579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008584088,"about_ca_system_score_gemma":0.0001515268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009205622,"about_ca_topic_score_gemma":0.001683733,"domain_scores_codex":[0.9999149,0.0000246147,0.00000426895,0.00002323631,0.0000162204,0.00001670793],"domain_scores_gemma":[0.9994839,0.0001751036,0.00015595,0.00007377579,0.0000478151,0.00006338345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006496291,0.0006282484,0.6950765,0.0001408642,0.0001914369,0.0002242155,0.002296481,0.0003812544,0.1791839,0.0004822716,0.001031731,0.1138667],"study_design_scores_gemma":[0.00002253538,0.0006776674,0.9953865,0.000006483143,0.00002657797,0.00006250742,0.0002893618,0.0002269633,0.002274622,0.0002112827,0.0008079063,0.000007498205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989924,0.0001488074,0.0001936512,0.00003227172,0.00000661692,0.000008591437,0.00007823582,0.000003765863,0.00053563],"genre_scores_gemma":[0.9989973,0.000116942,0.000190821,0.00002492955,0.000004920177,0.00001284948,0.00009563155,0.000004859953,0.0005518774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001324856,"threshold_uncertainty_score":0.004432082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719198429355645,"score_gpt":0.3633907658046802,"score_spread":0.3261987815111237,"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."}}