{"id":"W3008692451","doi":"10.1177/1039856220901478","title":"Clinical- and cost-effectiveness of intensive short-term dynamic psychotherapy for chronic pain in a tertiary psychotherapy service","year":2020,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Mental Health Foundation of Nova Scotia; Dalhousie University","keywords":"Somatization; Medicine; Naturalistic observation; Interpersonal communication; Chronic pain; Population; Physical therapy; Psychiatry; Psychotherapist; Clinical psychology; Mental health; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001043851,0.0002585682,0.0005902664,0.0001258943,0.0000313457,0.00001008093,0.0001203084,0.0002587498,0.00003889563],"category_scores_gemma":[0.00006744277,0.0002249826,0.0002581197,0.0003494367,0.0001767469,0.00008320097,0.000004951067,0.0003314514,0.000003776926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003639276,"about_ca_system_score_gemma":0.0001865056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001165932,"about_ca_topic_score_gemma":0.0002046754,"domain_scores_codex":[0.9978675,0.0004080151,0.0007082873,0.0005786335,0.0001455162,0.0002920578],"domain_scores_gemma":[0.9987739,0.000345303,0.0001247285,0.0003271649,0.0002049197,0.0002239892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003584602,0.0006249637,0.8732025,0.009244167,0.0002517555,0.000002434354,0.0009406087,0.00001036338,0.02334635,0.0004142859,0.0009686806,0.08740927],"study_design_scores_gemma":[0.007673502,0.003631008,0.9813412,0.001387833,0.00005195764,0.00000588371,0.0005116867,0.001802928,0.00005747726,0.00283571,0.0004595681,0.0002412559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588324,0.0009839103,0.006128965,0.02957273,0.0005653326,0.003783053,0.00002281256,0.00005323869,0.00005754322],"genre_scores_gemma":[0.9887615,0.0005251708,0.003797495,0.006290015,0.0002610287,0.0002312256,0.00005635064,0.00005928702,0.00001792681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081387,"threshold_uncertainty_score":0.9174524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375789233324729,"score_gpt":0.3670409734041265,"score_spread":0.3432830810708792,"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."}}