{"id":"W4323043211","doi":"10.3389/fpsyt.2023.1157217","title":"Editorial: Biopsychosocial complexity research","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Psychiatry","topic":"Mental Health Research Topics","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Biopsychosocial model; Psychosomatics; Psychotherapist; Medicine; Psychology; Psychiatry","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":[0.006370913,0.005625248,0.004568902,0.005766638,0.004037299,0.008085156,0.003819778,0.01369638,0.04567613],"category_scores_gemma":[0.03180308,0.001238776,0.003099493,0.00190801,0.002506448,0.004570511,0.001914354,0.01676455,0.03059912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004089084,"about_ca_system_score_gemma":0.003937023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582833,"about_ca_topic_score_gemma":0.006369432,"domain_scores_codex":[0.9959472,0.0007298625,0.0004615905,0.0005002682,0.002070535,0.0002905501],"domain_scores_gemma":[0.9771477,0.007394455,0.001194044,0.000608001,0.01004114,0.003614564],"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":[0.00002397356,0.000005808163,0.00001186807,0.0001062589,0.000008427342,0.00004118587,0.000005193054,0.00001044065,0.00001306415,0.0001157149,0.9977306,0.001927554],"study_design_scores_gemma":[0.0001452309,0.00002921203,0.0003257919,0.0009419441,0.00006782945,0.0002678399,0.0000632778,0.0001767224,0.00008875808,0.001691897,0.9961751,0.00002636164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001775345,0.002679429,0.00006185143,0.027929,0.9678603,0.00002059004,0.00007357434,0.00005172629,0.001305777],"genre_scores_gemma":[0.0003521281,0.003144502,0.00008379127,0.01682392,0.9715688,0.00003298183,0.00006020318,0.00003793598,0.007895923],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04567613,"threshold_uncertainty_score":0.1528019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117440986270605,"score_gpt":0.493637077430166,"score_spread":0.3818929788031055,"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."}}