{"id":"W2753426613","doi":"10.1590/1516-4446-2017-2272","title":"Portuguese and Brazilian guidelines for the treatment of depression: exercise as medicine","year":2017,"lang":"en","type":"article","venue":"Brazilian Journal of Psychiatry","topic":"Physical Activity and Health","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Ministério da Ciência, Tecnologia e Ensino Superior","keywords":"Excellence; Nice; Depression (economics); Medicine; Psychiatry; Clinical Practice; Alternative medicine; MEDLINE; Evidence-based medicine; Intervention (counseling); Portuguese; Family medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003625182,0.0001600104,0.0006663627,0.00007274265,0.0003153957,0.00001388048,0.0002136359,0.00007568807,0.00007408022],"category_scores_gemma":[0.0003348536,0.00008094021,0.0002264913,0.00004139814,0.0002932803,0.0001645756,0.00001783945,0.0001385064,0.000002094646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002159049,"about_ca_system_score_gemma":0.000324311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009266232,"about_ca_topic_score_gemma":0.00007697217,"domain_scores_codex":[0.9987242,0.0000197571,0.000625984,0.0001524244,0.0002945044,0.000183168],"domain_scores_gemma":[0.9977767,0.0001382169,0.0008487866,0.0005116157,0.0004197963,0.0003048333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005542279,0.00277259,0.1037709,0.0006510913,0.000500293,0.00004634166,0.00112586,0.00000371839,0.001489778,0.001345274,0.06909834,0.8136535],"study_design_scores_gemma":[0.01987255,0.01748735,0.8481494,0.004853682,0.002058893,0.001042694,0.001683435,0.000242482,0.002310623,0.02799255,0.07400676,0.0002996447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7413055,0.04095059,0.0003916999,0.2122643,0.002529869,0.000898106,0.00002185933,0.0000125624,0.001625488],"genre_scores_gemma":[0.9733367,0.01482556,0.005489338,0.001138415,0.004177036,0.00001149562,0.000002787117,0.00002865409,0.000989995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8133539,"threshold_uncertainty_score":0.3300646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.076970570523505,"score_gpt":0.4155309309468707,"score_spread":0.3385603604233657,"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."}}