{"id":"W2144625619","doi":"10.1016/j.det.2005.05.014","title":"Depression and Skin Disease","year":2005,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mediprobe Research (Canada); Western University","funders":"","keywords":"Medicine; Depression (economics); Psychosocial; Dermatology; Disease; Psychiatry; Internal medicine","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":[0.0004481752,0.0009561623,0.001801716,0.002503035,0.000266489,0.0009980039,0.000851119,0.0008884054,0.006561281],"category_scores_gemma":[0.0009381759,0.0003207245,0.000504679,0.003487825,0.0003263356,0.0009177248,0.0007624777,0.001105226,0.001596474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004453589,"about_ca_system_score_gemma":0.001109249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002092448,"about_ca_topic_score_gemma":0.008472258,"domain_scores_codex":[0.9997906,0.00004611638,0.00004633619,0.0000324611,0.00006425748,0.00002017263],"domain_scores_gemma":[0.9996364,0.000135853,0.0001257021,0.0000115431,0.00005841925,0.00003206586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001094917,0.00009290031,0.000584578,0.03022592,0.0002981052,0.0002794956,0.00005483749,0.0001544421,0.0005160525,0.0007120153,0.04875175,0.9182204],"study_design_scores_gemma":[0.0002071424,0.0003040697,0.008569363,0.02381672,0.001672723,0.004073996,0.0002067544,0.0001687767,0.0002793027,0.001442272,0.959219,0.00003995836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000999606,0.998759,0.00002791221,0.0001478641,0.0002279867,0.000006349208,0.00001833137,0.00000278724,0.0007098466],"genre_scores_gemma":[0.001150127,0.9975337,0.00008118843,0.0002994355,0.0002889888,0.000006722792,0.00003412771,5.714651e-7,0.0006051068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006561281,"threshold_uncertainty_score":0.02194965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06678063262650653,"score_gpt":0.4107377602464388,"score_spread":0.3439571276199323,"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."}}