{"id":"W4283806018","doi":"10.1037/per0000580","title":"Progress but no cigar: Comment on Bach and Tracy (2022).","year":2022,"lang":"en","type":"letter","venue":"Personality Disorders Theory Research and Treatment","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"PsycINFO; Personality; Psychology; Construct (python library); Personality disorders; Medical diagnosis; Affect (linguistics); Clinical psychology; Incremental validity; Construct validity; Psychotherapist; Cognitive psychology; Psychometrics; MEDLINE; Social psychology; Computer science; Medicine","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":[0.008302337,0.001193967,0.00183346,0.001515333,0.006299345,0.005536026,0.004634973,0.07014725,0.00978505],"category_scores_gemma":[0.05405565,0.00132309,0.002164486,0.001996129,0.004877863,0.008167026,0.003116082,0.07177352,0.01397302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006930287,"about_ca_system_score_gemma":0.01269431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03177834,"about_ca_topic_score_gemma":0.04568634,"domain_scores_codex":[0.9934308,0.001299574,0.0009382574,0.00116123,0.002416112,0.0007540437],"domain_scores_gemma":[0.9813483,0.009746172,0.001112657,0.000551386,0.004540866,0.002700448],"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":[0.0000174292,0.000007083226,0.0000940202,0.00003144576,0.000003148956,0.0001487287,0.00007824144,0.000007490523,0.0000164327,0.0006959022,0.9967812,0.002118967],"study_design_scores_gemma":[0.00008021092,0.00004073752,0.001627319,0.0005850882,0.00002679989,0.0007436743,0.0007203993,0.0001282872,0.0001122909,0.005860502,0.9899969,0.00007779011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008384926,0.001015433,0.00002552891,0.9722745,0.02561171,0.00000992169,0.00006953091,0.00001908821,0.0008904104],"genre_scores_gemma":[0.0003838748,0.0003069148,0.00004878401,0.9852003,0.01207017,0.00002449234,0.00001637859,0.000009026037,0.001940014],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07014725,"threshold_uncertainty_score":0.06318671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0719482767139533,"score_gpt":0.3884422422478651,"score_spread":0.3164939655339117,"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."}}