{"id":"W4212828625","doi":"10.3389/fpsyg.2021.828337","title":"Editorial: Personality and Disease: New Directions in Modern Research","year":2022,"lang":"en","type":"editorial","venue":"Frontiers in Psychology","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Personality; Cognitive psychology; Cognitive science; Data science; Psychoanalysis; Computer science","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":[0.006777193,0.004084003,0.003648019,0.004082492,0.003470194,0.00779011,0.003605437,0.01109082,0.01650396],"category_scores_gemma":[0.031898,0.001031333,0.00249572,0.001576819,0.002848146,0.005712685,0.001725537,0.01502296,0.01394175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00299719,"about_ca_system_score_gemma":0.003600317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009862272,"about_ca_topic_score_gemma":0.002191138,"domain_scores_codex":[0.9937769,0.001297239,0.0007642136,0.0007873512,0.002980276,0.0003939729],"domain_scores_gemma":[0.9682484,0.01319944,0.001894501,0.0007550807,0.0115202,0.004382367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004199399,0.0000118886,0.00002855483,0.0002306528,0.00001340866,0.00008713654,0.00001639516,0.00002273836,0.00003753673,0.0002203664,0.9948679,0.004421402],"study_design_scores_gemma":[0.00006964312,0.00004179278,0.0003130561,0.0006737161,0.00005701729,0.0004575837,0.0000777596,0.0001455967,0.0001085058,0.001425337,0.9966038,0.00002612108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002624336,0.003582029,0.00006888226,0.01812978,0.977424,0.00001017822,0.00002434274,0.00002987907,0.0007047277],"genre_scores_gemma":[0.0002647545,0.002606738,0.00005967332,0.009277975,0.9847012,0.0000112985,0.00001669536,0.00002121,0.003040491],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01650396,"threshold_uncertainty_score":0.05521125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03044153083568822,"score_gpt":0.386957694463646,"score_spread":0.3565161636279577,"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."}}