{"id":"W4285040915","doi":"10.1002/jclp.23377","title":"Structured group psychotherapies: Advantages, challenges, and possibilities","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Psychology","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Psychology; Group (periodic table); Psychotherapist; Group psychotherapy; Clinical psychology; Cognitive 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01047885,0.0005014414,0.0005313669,0.0008354688,0.0006559826,0.001748311,0.001038847,0.001327246,0.003295737],"category_scores_gemma":[0.009774115,0.0001771632,0.000490193,0.0007324078,0.003233786,0.002778445,0.001701975,0.00217697,0.0003910886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000696018,"about_ca_system_score_gemma":0.001755956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004492026,"about_ca_topic_score_gemma":0.0009284428,"domain_scores_codex":[0.991724,0.006164919,0.0001826169,0.0002047538,0.001577184,0.0001465056],"domain_scores_gemma":[0.9904599,0.007742075,0.0005439648,0.0004636035,0.0004125802,0.0003779108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003539763,0.0003993635,0.001770314,0.002428319,0.00008058118,0.0003854229,0.002289832,0.0008163255,0.0007372611,0.0546965,0.004624386,0.9314178],"study_design_scores_gemma":[0.001456111,0.007349012,0.01750465,0.01863748,0.0004806697,0.01651716,0.0115396,0.007844997,0.002991813,0.5871957,0.328148,0.0003348857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06439394,0.6136993,0.1527509,0.09525357,0.003316505,0.001096128,0.0001117533,0.0005870169,0.06879088],"genre_scores_gemma":[0.526589,0.2877087,0.1664668,0.008629389,0.003680523,0.00159733,0.0001005293,0.00008629064,0.005141222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01047885,"threshold_uncertainty_score":0.05541813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1789332059717426,"score_gpt":0.5164081365424306,"score_spread":0.337474930570688,"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."}}