{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003978606,0.0001894878,0.0002283531,0.0004931497,0.001531193,0.00307301,0.0006959202,0.0009225691,0.003539771],"category_scores_gemma":[0.0332634,0.0002658655,0.0002993094,0.0003320657,0.001715216,0.001165674,0.002256196,0.00155703,0.0003313806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180063,"about_ca_system_score_gemma":0.001659491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003991247,"about_ca_topic_score_gemma":0.004735439,"domain_scores_codex":[0.9958587,0.002205815,0.0003620641,0.000200991,0.0008827999,0.0004896208],"domain_scores_gemma":[0.973796,0.01505373,0.006782568,0.0005096054,0.001034336,0.002823804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007800188,0.0009805373,0.8339115,0.0003271892,0.00009114113,0.00109434,0.1139699,0.000428619,0.001838039,0.001134289,0.0008030726,0.0446414],"study_design_scores_gemma":[0.00002795854,0.0004311331,0.914287,0.0001655564,0.00002650313,0.001170863,0.07987267,0.0009099688,0.0003937355,0.0006915344,0.001980276,0.00004282071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970567,0.0002819886,0.0001943363,0.0004877035,0.000007850261,0.00002317464,0.0000294189,0.000006456931,0.001912327],"genre_scores_gemma":[0.9994534,0.00009660554,0.0001846398,0.0000480616,0.000005331573,0.00001977432,0.00002793305,0.000002646539,0.000161649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003991247,"threshold_uncertainty_score":0.02104115,"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."}}