{"id":"W2167578918","doi":"10.1002/cpp.1900","title":"The Process of Seeking Psychotherapy and Its Impact on Therapy Expectations and Experiences","year":2014,"lang":"en","type":"article","venue":"Clinical Psychology & Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa","funders":"","keywords":"Psychology; Mental health; Psychotherapist; Distress; Session (web analytics); Emotional distress; Acceptance and commitment therapy; Duration (music); Clinical psychology; Psychiatry; Intervention (counseling); Anxiety","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001552767,0.0005246905,0.0007171931,0.0002012415,0.0004990067,0.00007340299,0.0007961302,0.0004849645,0.0005919761],"category_scores_gemma":[0.00002488916,0.0003403845,0.0003081859,0.0005244375,0.001213797,0.0001087145,0.000005894167,0.0006171007,0.00004161739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000865689,"about_ca_system_score_gemma":0.00003221883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007718232,"about_ca_topic_score_gemma":0.000008625929,"domain_scores_codex":[0.9957756,0.0007711652,0.001269697,0.001255513,0.0002847788,0.0006432467],"domain_scores_gemma":[0.9958087,0.001776765,0.0006653015,0.001319499,0.0001520223,0.0002777571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.007669762,0.003258196,0.01399687,0.00001360339,0.0009797222,0.00000227164,0.03580297,0.000001216019,0.003229278,0.09959163,0.02120928,0.8142452],"study_design_scores_gemma":[0.02868816,0.02485927,0.3043704,0.000282985,0.00008514467,0.0002130493,0.01312357,0.0006529671,0.001183998,0.3397929,0.2839123,0.002835266],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664257,0.009911997,0.005096707,0.006124496,0.001229025,0.001218695,0.00001509702,0.0002148886,0.009763394],"genre_scores_gemma":[0.9716058,0.01956526,0.0004338111,0.006266215,0.0004741473,0.001135478,0.000004330163,0.0001054472,0.000409474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.81141,"threshold_uncertainty_score":0.9999048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08372285876180668,"score_gpt":0.5284951389989407,"score_spread":0.4447722802371341,"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."}}