{"id":"W4318261996","doi":"10.1176/appi.pn.2023.02.2.40","title":"Enhance the Effectiveness of Collaborative Care by Applying Psychodynamic Principles","year":2023,"lang":"en","type":"article","venue":"Psychiatric News","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychodynamics; Psychoanalytic theory; Psychodynamic psychotherapy; Variety (cybernetics); Psychotherapist; Feeling; Psychology; Countertransference; Collaborative Care; Session (web analytics); Medicine; Mental health; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007874282,0.0002867841,0.000399397,0.0002394956,0.0002863222,0.00002259744,0.0005782334,0.0001580688,0.0001039487],"category_scores_gemma":[0.000009540076,0.0002168418,0.0001597135,0.003297124,0.00008743082,0.0000774829,0.00007903034,0.0002701991,0.000425993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008143097,"about_ca_system_score_gemma":0.0001300691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046451,"about_ca_topic_score_gemma":0.0009890875,"domain_scores_codex":[0.9971961,0.0006852259,0.000577335,0.0006149159,0.000358328,0.0005680577],"domain_scores_gemma":[0.9978082,0.0008056096,0.0003673279,0.0007567063,0.0001406284,0.0001215648],"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":[0.009171039,0.002315905,0.2478984,0.01061948,0.001413336,0.00003536902,0.102554,0.0003018827,0.006481087,0.05614168,0.3107691,0.2522987],"study_design_scores_gemma":[0.007719646,0.002047236,0.2552412,0.0004562865,0.0004310326,0.00003339217,0.230282,0.0001128657,0.001656376,0.005185111,0.4950759,0.001758993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8863415,0.02290672,0.0002662151,0.0004864848,0.008214042,0.003063218,0.0003051459,0.0002629051,0.07815378],"genre_scores_gemma":[0.9960452,0.0007785248,0.0002013609,0.0003800714,0.0003315099,0.001217685,0.0001355094,0.00005333687,0.0008567606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2505397,"threshold_uncertainty_score":0.8842551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269116776274171,"score_gpt":0.349945046712498,"score_spread":0.3372538789497563,"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."}}