{"id":"W4392019286","doi":"10.1921/gpwk.v17i1.609","title":"Inpatient groupwork","year":2012,"lang":"en","type":"article","venue":"Groupwork","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Psychology; Medical education; Nursing; Medicine","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":[0.002353238,0.000619456,0.0005037477,0.0009468641,0.003554704,0.002306488,0.003145067,0.001065786,0.06433091],"category_scores_gemma":[0.005518964,0.0003140946,0.0007926706,0.0007392749,0.00135734,0.001688919,0.006321588,0.001805848,0.01596541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002248522,"about_ca_system_score_gemma":0.004159411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00172919,"about_ca_topic_score_gemma":0.003317226,"domain_scores_codex":[0.9964374,0.001586277,0.0001736272,0.0003653483,0.0007823068,0.000654926],"domain_scores_gemma":[0.9960935,0.0006322199,0.0002402748,0.0008234248,0.000527027,0.001683653],"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":[0.0005508225,0.003363129,0.0055741,0.0007110682,0.00002779279,0.001354329,0.02096075,0.001945419,0.00258243,0.0988623,0.1695741,0.6944938],"study_design_scores_gemma":[0.0002146745,0.001016934,0.005766238,0.000624037,0.00002201838,0.00349384,0.01040279,0.002993708,0.002959822,0.03611474,0.9363092,0.00008195328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1006774,0.001581279,0.2042759,0.006012517,0.003499109,0.003068263,0.0009076305,0.002825082,0.6771528],"genre_scores_gemma":[0.4137073,0.002430451,0.2384444,0.002349416,0.000739786,0.003115755,0.002208431,0.0007148304,0.3362897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06433091,"threshold_uncertainty_score":0.2152083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203228364743406,"score_gpt":0.2920622854557239,"score_spread":0.2700300018082898,"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."}}