{"id":"W4247001484","doi":"10.1186/1472-6874-4-s1-s19","title":"Depression","year":2004,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Depression (economics); Psychosocial; Psychiatry; Medicine; Distress; Population; Anxiety; Social support; Feeling; Psychological resilience; Psychology; Clinical psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001922145,0.00008044069,0.0001165559,0.00003992359,0.0001650718,0.00001006664,0.00007872405,0.00003901402,0.0007814042],"category_scores_gemma":[0.000003830824,0.00006802179,0.00003321398,0.0001057337,0.00001724599,0.00002707819,0.00001665616,0.00008671511,0.0009328618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143093,"about_ca_system_score_gemma":0.0002048939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009597301,"about_ca_topic_score_gemma":0.00002603613,"domain_scores_codex":[0.9990826,0.0000371065,0.000179957,0.000206948,0.0001288764,0.0003644938],"domain_scores_gemma":[0.999603,0.000009618611,0.00005461922,0.0001215296,0.00001154629,0.0001996807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008011902,0.004083628,0.2833904,0.00058772,0.000115891,0.00002642348,0.08041975,0.00009878707,0.00008391605,0.305395,0.0885691,0.2364282],"study_design_scores_gemma":[0.001388905,0.00007197419,0.8865115,0.0001004873,6.094624e-7,0.000009447789,0.0009239721,1.738826e-7,0.00000512325,0.00942846,0.1014428,0.0001165258],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94948,0.0009513531,0.002007172,0.004181083,0.002299692,0.0002849514,0.000009829572,0.0001418039,0.04064413],"genre_scores_gemma":[0.9899691,0.00005283918,0.0006249017,0.005308146,0.0003686639,0.00002472168,0.00001324212,0.00001056303,0.003627842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6031212,"threshold_uncertainty_score":0.999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109741857142885,"score_gpt":0.3284911896965253,"score_spread":0.2973937711250965,"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."}}