{"id":"W2021839822","doi":"","title":"Revisão das diretrizes da Associação Médica Brasileira para o tratamento da depressão (Versão integral)","year":2009,"lang":"pt","type":"review","venue":"Lume (Universidade Federal do Rio Grande do Sul)","topic":"Treatment of Major Depression","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Observational study; Medicine; Medical literature; Systematic review; Randomized controlled trial; Depression (economics); Clinical trial; MEDLINE; Demographics; Family medicine; Internal medicine; 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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001272829,0.004036366,0.008392757,0.001984177,0.002192507,0.002517354,0.002854672,0.003451859,0.005237702],"category_scores_gemma":[0.0006485095,0.003703105,0.004379254,0.002799892,0.0007990495,0.001903043,0.0009105304,0.004703517,0.00211516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003714629,"about_ca_system_score_gemma":0.001284899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215076,"about_ca_topic_score_gemma":0.0002414649,"domain_scores_codex":[0.9838651,0.002174103,0.002679914,0.004342834,0.003633561,0.00330447],"domain_scores_gemma":[0.9895532,0.001143283,0.0028472,0.003590228,0.0005114224,0.002354669],"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":[0.002375755,0.003005327,0.01088993,0.01193297,0.006485054,0.00649163,0.002808865,0.000005694691,0.0001614146,0.001041059,0.07048377,0.8843185],"study_design_scores_gemma":[0.02269141,0.00259254,0.01284654,0.06227334,0.01418886,0.0006132572,0.003055714,0.00006072815,0.0000490076,0.0002474258,0.8769234,0.004457819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01029526,0.9502041,0.0003244482,0.001926871,0.00237325,0.007521005,0.001316204,0.001048131,0.02499071],"genre_scores_gemma":[0.07172979,0.8550696,0.000739363,0.0008077705,0.00152414,0.0001503411,0.005659849,0.0006628846,0.06365625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8798607,"threshold_uncertainty_score":0.9991065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05278390492932925,"score_gpt":0.3365735391381373,"score_spread":0.283789634208808,"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."}}