{"id":"W2070009385","doi":"10.1159/000322239","title":"New Directions in Treatment Research for Personality Disorders: Effectiveness of Different Levels of Care","year":2010,"lang":"en","type":"editorial","venue":"Psychotherapy and Psychosomatics","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Personality; Personality disorders; Clinical psychology; Psychotherapist; 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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001215803,0.0006045898,0.001509354,0.0006051967,0.0001392965,0.00002881182,0.0004252606,0.001674982,0.0003727432],"category_scores_gemma":[0.00008580525,0.0005307241,0.0004574613,0.0004590095,0.0004335298,0.00004639706,0.00001185121,0.0009955643,0.000003347355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009030088,"about_ca_system_score_gemma":0.0002340683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949702,"about_ca_topic_score_gemma":0.007153161,"domain_scores_codex":[0.9955639,0.001287412,0.0009379648,0.0009861564,0.0005805744,0.0006440147],"domain_scores_gemma":[0.992631,0.005532346,0.0004499755,0.0008737933,0.0003391594,0.0001737914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0243599,0.01003698,0.01784775,0.01054815,0.00233586,0.000004522904,0.1279458,0.000001080329,0.003896962,0.008252438,0.2912471,0.5035235],"study_design_scores_gemma":[0.01952022,0.006313165,0.05116784,0.001600627,0.0002139013,0.000003826329,0.00363509,0.000007759795,0.0002324231,0.07183967,0.8444159,0.001049571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1542275,0.0388985,0.00393965,0.0005356559,0.7803788,0.006209705,0.006986787,0.00007565304,0.008747769],"genre_scores_gemma":[0.3520292,0.08652104,0.01142749,0.0001325757,0.5270613,0.008718203,0.002954704,0.001341903,0.009813553],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5531688,"threshold_uncertainty_score":0.9997144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0532317064081184,"score_gpt":0.4277741591702183,"score_spread":0.3745424527620999,"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."}}