{"id":"W2002322550","doi":"10.1002/tre.230","title":"Depression in men","year":2011,"lang":"en","type":"article","venue":"Trends in Urology & Men s Health","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Depression (economics); Psychology; Medicine; History; Economics; Keynesian economics","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":[0.000259102,0.0001248744,0.0003548148,0.0003542783,0.0000273351,0.000001290614,0.00007832463,0.0001029638,0.0006031016],"category_scores_gemma":[0.00000820491,0.00009835168,0.00003305575,0.0002561899,0.00004124118,0.00003364019,0.00002376239,0.0001762757,0.00004535795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007285157,"about_ca_system_score_gemma":0.0000554921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165488,"about_ca_topic_score_gemma":0.0004038504,"domain_scores_codex":[0.9988083,0.0001153766,0.0003285076,0.0002652523,0.00009390576,0.0003886527],"domain_scores_gemma":[0.9994717,0.00002428925,0.00008176537,0.0002886346,0.000006388802,0.0001272723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005558285,0.001289462,0.9092418,0.00002860916,0.00003307706,0.00009860265,0.005421132,6.319268e-7,0.00001012073,0.0003136129,0.002846047,0.08016106],"study_design_scores_gemma":[0.004978456,0.0007563581,0.9903497,0.00007119947,0.00001129324,0.00003189078,0.0002078999,0.0001817912,0.00001552098,0.002077422,0.001248233,0.00007021483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6194518,0.001195225,0.00001685052,0.002755325,0.0001050617,0.0002183279,0.000002926911,0.00004079807,0.3762137],"genre_scores_gemma":[0.9967796,0.0002144528,0.0005229439,0.001466095,0.0000166974,0.00004807418,0.00002434002,0.00001514131,0.0009126515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3773278,"threshold_uncertainty_score":0.660354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04725319490576102,"score_gpt":0.3510472011764201,"score_spread":0.3037940062706591,"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."}}