{"id":"W4323532700","doi":"10.1097/hrp.0000000000000359","title":"Why Don’t You Take This to a Friend? A Question Psychotherapists Should Ask More Often","year":2023,"lang":"en","type":"article","venue":"Harvard Review of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","funders":"","keywords":"Loneliness; Taboo; Worry; Psychology; Feeling; Mental health; Isolation (microbiology); Social isolation; Depression (economics); Psychiatry; Social psychology; Psychoanalysis; Anxiety; Law; Political science","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":[0.004335286,0.0007082347,0.001270145,0.0007428097,0.007809975,0.003843927,0.001479332,0.01167246,0.05175012],"category_scores_gemma":[0.04058095,0.0005902709,0.001080879,0.000652648,0.003631203,0.01169392,0.003562005,0.01607409,0.0168945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002813064,"about_ca_system_score_gemma":0.002769445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004592401,"about_ca_topic_score_gemma":0.008107672,"domain_scores_codex":[0.9931271,0.00396208,0.0003880527,0.0005621451,0.001241954,0.0007186754],"domain_scores_gemma":[0.9811975,0.005661677,0.002949445,0.0008442356,0.004271846,0.005075241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007132466,0.0001562509,0.006005435,0.0004974188,0.00006020326,0.00201289,0.01489213,0.0000355367,0.000542954,0.003200213,0.9018813,0.07064435],"study_design_scores_gemma":[0.00005122595,0.000127452,0.005154979,0.002661731,0.0000510147,0.0070953,0.07168746,0.0001002917,0.0003673528,0.01200183,0.9005908,0.0001106147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00622243,0.01491369,0.001401936,0.9451224,0.01836994,0.0000656134,0.0001579291,0.0001882747,0.01355766],"genre_scores_gemma":[0.04960202,0.01944536,0.002386667,0.8905545,0.01090132,0.0001585801,0.0001778954,0.0002275086,0.02654619],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05175012,"threshold_uncertainty_score":0.1731214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03835712883181141,"score_gpt":0.3975752972504343,"score_spread":0.3592181684186229,"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."}}