{"id":"W4392890061","doi":"10.61838/kman.psychnexus.1.1.1","title":"Effectiveness of Horticultural Therapy on Improving Memory, Alexithymia, and Severity of Symptoms in Patients with Persistent Depressive Disorder","year":2023,"lang":"en","type":"article","venue":"KMAN Counseling and Psychology Nexus","topic":"Child Therapy and Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Depression (economics); Clinical psychology; Psychology; Major depressive disorder; Population; Psychiatry; Toronto Alexithymia Scale; Beck Depression Inventory; Medicine; Mood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003573192,0.0001725593,0.0003132721,0.0001382349,0.00006804479,0.000007142622,0.00008255951,0.0001251957,0.00001871858],"category_scores_gemma":[0.000009011738,0.0001287134,0.00004178432,0.0001975813,0.0001803081,0.00003677999,0.00001501811,0.0001618403,0.000002720461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001135952,"about_ca_system_score_gemma":0.00001173787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000129663,"about_ca_topic_score_gemma":0.00002049281,"domain_scores_codex":[0.9987744,0.0002147601,0.0002452547,0.0004022926,0.0001340795,0.0002291868],"domain_scores_gemma":[0.9993349,0.0002151363,0.000130605,0.0002135091,0.00006007801,0.00004571442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005805656,0.0005781921,0.9199631,0.0001171018,0.0003953526,0.00001121675,0.01903189,0.0001128666,0.0003788297,0.0001196245,0.0000475328,0.05343865],"study_design_scores_gemma":[0.006457767,0.00114304,0.9912733,0.0001686956,0.00001541794,0.000005987577,0.0004499872,0.00002781492,0.00008550563,0.0001850202,0.0000326028,0.0001548023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975945,0.001197342,0.00002473694,0.00004809961,0.0002825718,0.0004157442,0.00001320898,0.00002757712,0.0003962234],"genre_scores_gemma":[0.9995521,0.0001800522,0.00001512308,0.0001353991,0.00001228272,0.0000373096,0.00001972142,0.00001572363,0.00003234125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07131027,"threshold_uncertainty_score":0.5248779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009375050882962465,"score_gpt":0.268490967239491,"score_spread":0.2591159163565285,"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."}}