{"id":"W2924390989","doi":"10.1037/pst0000269","title":"Patient motivational language in the prediction of symptom change, clinically significant response, and time to response in psychotherapy for generalized anxiety disorder.","year":2019,"lang":"en","type":"article","venue":"Psychotherapy","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"Canadian Institutes of Health Research","keywords":"Worry; PsycINFO; Psychology; Anxiety; Generalized anxiety disorder; Clinical psychology; Cognitive behavioral therapy; Motivational interviewing; MEDLINE; Psychiatry; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004412922,0.0003118113,0.0002566839,0.0004601929,0.0003609446,0.0008733706,0.0004767453,0.000997531,0.00316813],"category_scores_gemma":[0.0268469,0.0002912151,0.000592191,0.0003448085,0.000466746,0.0008374139,0.0008615453,0.001605465,0.000674942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182303,"about_ca_system_score_gemma":0.0006050268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040098,"about_ca_topic_score_gemma":0.002577238,"domain_scores_codex":[0.9983992,0.001064075,0.00009935511,0.00008971826,0.0002570316,0.00009052633],"domain_scores_gemma":[0.9880186,0.008063049,0.002055484,0.0003063222,0.0002980455,0.001258397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001636943,0.001044414,0.981432,0.00003542554,0.0001677687,0.00003148782,0.000369118,0.0003736297,0.00009088081,0.0001346351,0.0008215852,0.01386226],"study_design_scores_gemma":[0.0002670714,0.0008453964,0.9941433,0.00006050462,0.0001265692,0.00007741597,0.000290952,0.003267502,0.00006576665,0.0004263567,0.0004140798,0.0000151534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959139,0.0002753916,0.0001056821,0.0006909601,0.00003938876,0.00006262559,0.0002261898,0.0000146068,0.002671196],"genre_scores_gemma":[0.9987286,0.0001371714,0.0002060992,0.0001262145,0.00002745513,0.00006308616,0.0002250618,0.000004348148,0.0004819259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004412922,"threshold_uncertainty_score":0.02333802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02989913669355518,"score_gpt":0.3492342564566374,"score_spread":0.3193351197630822,"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."}}