{"id":"W4386176229","doi":"10.1590/0100-6991e-20233545","title":"Limitações do uso da base de dados DATASUS como fonte primária de dados em pesquisas em cirurgia: uma revisão de escopo","year":2023,"lang":"pt","type":"article","venue":"Revista do Colégio Brasileiro de Cirurgiões","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Children's Hospital","funders":"","keywords":"Data collection; Medicine; Business; Mathematics","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":[0.05590568,0.0008865534,0.001313474,0.01368721,0.002014181,0.009555667,0.003157285,0.001450917,0.009067505],"category_scores_gemma":[0.1650253,0.001105129,0.002043484,0.02181287,0.003174793,0.007349798,0.005950248,0.001798914,0.001537232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005412483,"about_ca_system_score_gemma":0.009951826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02878006,"about_ca_topic_score_gemma":0.02713444,"domain_scores_codex":[0.9372399,0.02951344,0.009638785,0.004833335,0.01760434,0.001170113],"domain_scores_gemma":[0.7456441,0.1541361,0.01809533,0.01919957,0.06041845,0.002506431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006516865,0.0001460745,0.3302051,0.01057275,0.0006477822,0.0004934368,0.03134792,0.001876607,0.00285508,0.02042286,0.01673273,0.584048],"study_design_scores_gemma":[0.00008294273,0.0006838421,0.4698061,0.02045278,0.001294308,0.002021939,0.06335162,0.00739286,0.006199382,0.02248209,0.4058164,0.0004156897],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5659248,0.09738582,0.1489328,0.0302893,0.002190961,0.002818095,0.02026447,0.00122978,0.1309641],"genre_scores_gemma":[0.8390142,0.04415361,0.09222137,0.002738654,0.0006625938,0.00249659,0.007039199,0.0005095572,0.01116415],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05590568,"threshold_uncertainty_score":0.295661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914502224398074,"score_gpt":0.3165526533513193,"score_spread":0.2774076311073385,"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."}}