{"id":"W4392543002","doi":"10.1097/hrp.0000000000000391","title":"Readiness and Personality Disorders: Considering Patients’ Readiness for Change and Our System’s Readiness for Patients","year":2024,"lang":"en","type":"article","venue":"Harvard Review of Psychiatry","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Smiths Detection (Canada); Vancouver Coastal Health","funders":"","keywords":"Personality disorders; Personality; Context (archaeology); Psychology; Clinical psychology; Psychiatry; Psychotherapist; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005228098,0.0001585647,0.0003524756,0.0009831323,0.002052814,0.003618323,0.0007640273,0.001686621,0.004239962],"category_scores_gemma":[0.01753613,0.0001468099,0.000522297,0.0005806302,0.001893323,0.002498745,0.002461685,0.004246659,0.0003838271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002953517,"about_ca_system_score_gemma":0.006136597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006620926,"about_ca_topic_score_gemma":0.01804397,"domain_scores_codex":[0.9960591,0.00271994,0.0002286673,0.0001513623,0.0003392199,0.0005017666],"domain_scores_gemma":[0.9920191,0.001996459,0.001296696,0.0001288158,0.0009892606,0.003569699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002001958,0.0005302432,0.4920469,0.001170386,0.00037744,0.002277858,0.024118,0.0005892083,0.000517234,0.02466932,0.08342576,0.3700774],"study_design_scores_gemma":[0.00006361093,0.0007709536,0.7130232,0.004713433,0.0002511627,0.004078181,0.1244364,0.001648566,0.0004225603,0.02893268,0.1214578,0.0002014352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4214454,0.06114576,0.003501192,0.461396,0.002684123,0.0001850282,0.0001814116,0.0001288702,0.04933216],"genre_scores_gemma":[0.9765837,0.0109205,0.001462747,0.008892989,0.0004803861,0.00005156402,0.00007081033,0.00001192643,0.001525377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006620926,"threshold_uncertainty_score":0.02764916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0362263766865643,"score_gpt":0.3314851184693594,"score_spread":0.295258741782795,"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."}}