{"id":"W2520970236","doi":"10.1037/pst0000071","title":"Complex contexts and relationships affect clinical decisions in group therapy.","year":2016,"lang":"en","type":"article","venue":"Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Psychology; Context (archaeology); Countertransference; Group psychotherapy; Affect (linguistics); Psychotherapist; Group cohesiveness; Clinical psychology; Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001104187,0.0002296004,0.0003342675,0.0002379809,0.000136406,0.00002848384,0.000315008,0.0002651421,0.001382321],"category_scores_gemma":[0.00002282781,0.0001577433,0.0001298893,0.0003854705,0.000235742,0.0000854289,0.000006444296,0.000267533,0.0001133178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002099766,"about_ca_system_score_gemma":0.00001532925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000345525,"about_ca_topic_score_gemma":0.0001450929,"domain_scores_codex":[0.9977327,0.0005379634,0.0006133714,0.0006486215,0.0001237017,0.0003436667],"domain_scores_gemma":[0.9970165,0.001861488,0.0001422758,0.0008176443,0.00003562853,0.0001264171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005577503,0.0007826931,0.1279142,7.597201e-7,0.00006855885,0.000002351475,0.0003556517,2.345429e-8,0.003164076,0.1333855,0.03024613,0.7035223],"study_design_scores_gemma":[0.004306584,0.0002351102,0.5837563,0.00005862145,0.000002757331,0.000009241494,0.00002571707,0.000003068108,0.00001536507,0.06517909,0.3462133,0.0001949293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6921902,0.007909808,0.2012568,0.0175823,0.001183401,0.003064918,0.0001026825,0.0006585842,0.0760513],"genre_scores_gemma":[0.9660056,0.0227163,0.00444519,0.003121631,0.0001598434,0.000611686,0.000006809047,0.00005051778,0.002882453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7033274,"threshold_uncertainty_score":0.9995306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1909762994413895,"score_gpt":0.4621772300138015,"score_spread":0.2712009305724119,"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."}}