{"id":"W2324771364","doi":"10.2174/157340012803520441","title":"The Risk That DSM-5 Will Give Personality Dimensions A Bad Name","year":2012,"lang":"en","type":"article","venue":"Current Psychiatry Reviews","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Categorical variable; Psychology; Trait; Personality disorders; Personality; DSM-5; Nothing; Clinical psychology; Psychometrics; Cognitive psychology; Social psychology; Computer science; Machine learning; Epistemology","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":["insufficient_payload"],"category_scores_codex":[0.002742233,0.0005088524,0.0006893196,0.00006588254,0.0008857836,0.00005842953,0.000657596,0.0002030931,0.002325569],"category_scores_gemma":[0.000143079,0.0003233139,0.0008006125,0.0003382378,0.0003719618,0.0002378181,0.0001019869,0.0009815184,0.003832184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004813412,"about_ca_system_score_gemma":0.00005777323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006836076,"about_ca_topic_score_gemma":0.0001258009,"domain_scores_codex":[0.9949859,0.002065742,0.000781178,0.0006832514,0.0003148168,0.001169055],"domain_scores_gemma":[0.9971797,0.0002699591,0.0006615875,0.001423995,0.00005700685,0.0004077549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006901239,0.000839632,0.5146896,0.00007272389,0.00009379893,5.045099e-7,0.003175791,8.608785e-8,0.000001684341,0.02119576,0.3546233,0.1052381],"study_design_scores_gemma":[0.0005444107,0.00005809034,0.1556004,0.00009494168,0.0001711095,0.00004188002,0.0007496367,0.000003139325,9.993833e-8,0.002237425,0.8401486,0.0003502789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1042907,0.8406608,0.0005241553,0.004793249,0.03289714,0.001361777,0.0001820091,0.0001111414,0.01517908],"genre_scores_gemma":[0.5395234,0.4251965,0.002268357,0.008697856,0.01162095,0.002860843,0.0003365961,0.0003032551,0.009192189],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4855253,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06983320771825485,"score_gpt":0.374396737108444,"score_spread":0.3045635293901892,"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."}}