{"id":"W2103629569","doi":"10.1017/s2045796015000153","title":"Medical models and metaphors for depression","year":2015,"lang":"en","type":"article","venue":"Epidemiology and Psychiatric Sciences","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Parallels; Analogy; Psychology; Depression (economics); Disease; Narrative; Epistemology; Cognitive science; Cognitive psychology; Psychotherapist; Medicine; Philosophy; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004563256,0.0001009996,0.0002404357,0.00009562334,0.0008681807,0.00001931953,0.000136794,0.00009305609,0.0001223863],"category_scores_gemma":[0.0003163351,0.00006455835,0.00003450737,0.00004892122,0.0008186445,0.0001613138,0.00003146703,0.0001030786,0.000005469989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003606969,"about_ca_system_score_gemma":0.0001114117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002982665,"about_ca_topic_score_gemma":0.0003713455,"domain_scores_codex":[0.9987208,0.0002020651,0.0003110597,0.0003234829,0.000127461,0.0003151128],"domain_scores_gemma":[0.9985498,0.0008540272,0.0001023691,0.00007459655,0.00002571609,0.0003934991],"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":[0.00008411834,0.00003501432,0.06198215,0.00005566099,0.000009456662,2.652351e-7,0.003051174,0.00001015982,4.228099e-8,0.8631226,0.05664121,0.01500811],"study_design_scores_gemma":[0.0007537046,0.0005453384,0.001439976,0.00001979582,0.0000262103,0.00002721918,0.002864319,0.01141074,3.305292e-7,0.8662091,0.116534,0.0001692167],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6456214,0.1387428,0.004161295,0.05746676,0.01254271,0.0008576872,0.00005028477,0.0001227989,0.1404342],"genre_scores_gemma":[0.9791989,0.001155833,0.007155902,0.01018607,0.001412608,0.00005160037,0.000007041538,0.000006873484,0.0008251219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3335775,"threshold_uncertainty_score":0.6677432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2565837250491855,"score_gpt":0.406519797377224,"score_spread":0.1499360723280385,"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."}}