{"id":"W2099036890","doi":"10.25011/cim.v36i4.19951","title":"A unifying framework for depression: Bridging the major biological and psychosocial theories through stress","year":2013,"lang":"en","type":"review","venue":"Clinical and investigative medicine","topic":"Stress Responses and Cortisol","field":"Neuroscience","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute; London Health Sciences Centre; Lawson Health Research Institute; University of Calgary; South Health Campus; Western University","funders":"","keywords":"Psychosocial; Psychological intervention; Psychology; Depression (economics); Population; Socioeconomic status; Psychotherapist; Clinical psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002897606,0.001534957,0.001366091,0.003055089,0.002404577,0.00554991,0.002459192,0.003073666,0.002284085],"category_scores_gemma":[0.001446752,0.0004013743,0.001144025,0.001493222,0.01770298,0.008029088,0.004757464,0.005012407,0.0004472383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004538843,"about_ca_system_score_gemma":0.005151775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003969413,"about_ca_topic_score_gemma":0.004105511,"domain_scores_codex":[0.9987435,0.000475481,0.0001155325,0.0002744409,0.000233652,0.0001575645],"domain_scores_gemma":[0.9989262,0.0004101154,0.0001645539,0.00007391683,0.0002047395,0.0002204053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007849163,0.00007544229,0.005342419,0.001015765,0.0000636011,0.0005951559,0.008708365,0.0009125427,0.0008737961,0.9201194,0.004413143,0.05780179],"study_design_scores_gemma":[0.000022061,0.000192247,0.00760406,0.000993383,0.00004164668,0.0008162202,0.005941221,0.001383956,0.0001899215,0.944011,0.03874864,0.00005570667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.05713532,0.3024292,0.1599423,0.3788086,0.006950335,0.000531777,0.0005486673,0.0004087339,0.0932451],"genre_scores_gemma":[0.6905156,0.18692,0.07712888,0.02879219,0.005684455,0.0008393665,0.0004269207,0.0000777745,0.009614762],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00554991,"threshold_uncertainty_score":0.0329318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4313388471534984,"score_gpt":0.4731180236662482,"score_spread":0.04177917651274976,"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."}}