{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002273269,0.00009630001,0.000218952,0.0003929164,0.0004450092,0.0005010644,0.0001095735,0.0003023772,0.003133538],"category_scores_gemma":[0.0008749499,0.0001414018,0.0002090072,0.0005685521,0.0001813181,0.0002500077,0.0002904567,0.0004037386,0.0002548569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003040518,"about_ca_system_score_gemma":0.0003146323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066013,"about_ca_topic_score_gemma":0.01321004,"domain_scores_codex":[0.9997943,0.0000470464,0.00002093597,0.00003495718,0.00005327813,0.00004949925],"domain_scores_gemma":[0.9997376,0.00002652926,0.0001100273,0.00000742539,0.00002364213,0.00009483891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001025954,0.00007093172,0.9794593,0.00006760746,0.00005862925,0.00029945,0.0004029614,0.00001775418,0.000151495,0.0001584273,0.00154915,0.01766162],"study_design_scores_gemma":[0.00001016111,0.0001118794,0.9971557,0.00005774237,0.00003410025,0.0006340492,0.000554216,0.00003625071,0.00004577334,0.00009286395,0.001263585,0.000003767585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790758,0.01190026,0.00008615109,0.001485952,0.0001171635,0.00003058771,0.0006975773,0.000008417952,0.006598007],"genre_scores_gemma":[0.9954444,0.003078271,0.00003272777,0.0002863492,0.00005439271,0.000008228486,0.000132274,7.426175e-7,0.0009627161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066013,"threshold_uncertainty_score":0.02119619,"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."}}