{"id":"W2070218383","doi":"10.1002/pmh.1","title":"An overview on gender, personality and mental health","year":2007,"lang":"en","type":"article","venue":"Personality and Mental Health","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Psychology; Personality disorders; Big Five personality traits; Clinical psychology; Personality; Mental health; Psychiatry; Social psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00357106,0.0004151357,0.0006441119,0.0001238291,0.001020079,0.0000498884,0.0001780813,0.0001936842,0.0009489421],"category_scores_gemma":[0.000007341822,0.0004100043,0.0001302712,0.0001876738,0.000418217,0.0001570533,0.00005298293,0.0004796399,0.00004381498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002978504,"about_ca_system_score_gemma":0.0001488333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007704578,"about_ca_topic_score_gemma":0.00330653,"domain_scores_codex":[0.9959165,0.0007982638,0.0006240432,0.001075963,0.000452089,0.001133115],"domain_scores_gemma":[0.9981626,0.0000919564,0.0002639964,0.0004090558,0.00002658411,0.001045775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003709251,0.005818061,0.246427,0.001835015,0.0002763363,0.00003161305,0.2428186,2.16035e-7,0.0001270451,0.1198481,0.05255105,0.3265577],"study_design_scores_gemma":[0.003162032,0.00222721,0.862716,0.00009161019,0.000009072515,0.0003934754,0.02737892,0.00001668456,0.000002691565,0.001060821,0.1024488,0.0004926583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196343,0.04392909,0.0000822975,0.02697215,0.0009449944,0.0008514056,0.001013012,0.000104687,0.006468058],"genre_scores_gemma":[0.9443442,0.005805581,0.0003701915,0.04804307,0.0002979159,0.00002307429,0.0004792668,0.00004195555,0.000594745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.616289,"threshold_uncertainty_score":0.9999643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140380975746047,"score_gpt":0.4436601506855741,"score_spread":0.3296220531109694,"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."}}