{"id":"W7017265843","doi":"","title":"Análise dos ganhos em saúde no tratamento da depressão major","year":2021,"lang":"pt","type":"dissertation","venue":"UBibliorum repositorio digital da ubi (University of Beira Interior)","topic":"Healthcare Regulation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Cochrane Library; MEDLINE; Quality of life (healthcare)","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0006721974,0.001422793,0.002430531,0.004616275,0.00207093,0.001480318,0.001812618,0.002734826,0.002101372],"category_scores_gemma":[0.0004707052,0.001881753,0.001236128,0.005369244,0.000322476,0.003963169,0.001103414,0.002615346,0.001163243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819711,"about_ca_system_score_gemma":0.002923018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006848246,"about_ca_topic_score_gemma":0.002833311,"domain_scores_codex":[0.990271,0.0009972006,0.002374521,0.002328862,0.002093135,0.001935309],"domain_scores_gemma":[0.9895676,0.0005815618,0.003272996,0.002355904,0.002863537,0.001358448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01779912,0.005589243,0.3172491,0.05297603,0.007488341,0.007335692,0.2258537,0.00003921067,0.07552971,0.002457913,0.1418976,0.1457843],"study_design_scores_gemma":[0.01167441,0.00412425,0.3129682,0.04124301,0.002893926,0.0002365745,0.303561,0.001532459,0.003513091,0.0001983595,0.3110957,0.006959022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590636,0.001207626,0.000605027,0.0009206791,0.01287717,0.003176665,0.001947704,0.0003618312,0.01983969],"genre_scores_gemma":[0.9169406,0.0003665659,0.0004943911,0.0001297052,0.0008343182,0.00001726482,0.008001694,0.000265151,0.07295027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1691981,"threshold_uncertainty_score":0.9998522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139753018791716,"score_gpt":0.3196224966860591,"score_spread":0.288224966498142,"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."}}