{"id":"W2139684998","doi":"","title":"The Change Process in Clients with High Needs","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Referral; Coping (psychology); Feeling; Grief; Psychology; Clinical psychology; Posttraumatic growth; Medicine; Psychotherapist; Family medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003851205,0.0002362275,0.0005215455,0.0009790116,0.003451847,0.002347458,0.001039688,0.001965048,0.005092447],"category_scores_gemma":[0.02081784,0.0003630994,0.0004510494,0.000603937,0.00191843,0.00143901,0.00274539,0.001659663,0.0007285053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002498909,"about_ca_system_score_gemma":0.003866578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005316379,"about_ca_topic_score_gemma":0.009407491,"domain_scores_codex":[0.9960671,0.001607488,0.000101508,0.000223206,0.001201706,0.0007990882],"domain_scores_gemma":[0.9952725,0.001894095,0.0005869758,0.000306925,0.0007083924,0.001231172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006291848,0.002801179,0.09721221,0.0003835921,0.00008224619,0.005926689,0.5276765,0.0002813521,0.005416967,0.003292482,0.004546465,0.3517511],"study_design_scores_gemma":[0.0002235325,0.001789305,0.2813282,0.0003991018,0.0001131537,0.01028266,0.6567435,0.001676899,0.002683025,0.0100672,0.03454011,0.0001532603],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920501,0.0003040862,0.0003877056,0.001435361,0.00002945541,0.00007539607,0.000013248,0.00003675096,0.005667971],"genre_scores_gemma":[0.9963291,0.0001769058,0.0006061363,0.0002094072,0.00001267541,0.00006005312,0.00001808793,0.000009005739,0.002578498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005316379,"threshold_uncertainty_score":0.02036738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01826194180361283,"score_gpt":0.2924571980294663,"score_spread":0.2741952562258534,"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."}}