{"id":"W4404229153","doi":"10.54751/revistafoco.v17n11-076","title":"MEDIDAS DE INTERVENÇÃO DE COMPLICAÇÕES BILIARES APÓS CIRURGIA BARIÁTRICA: UMA REVISÃO SISTEMÁTICA","year":2024,"lang":"pt","type":"article","venue":"Revista Foco","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01264678,0.001105059,0.003203808,0.007099614,0.0006889126,0.004347562,0.002088354,0.001407196,0.006279184],"category_scores_gemma":[0.03206897,0.0007378503,0.003927523,0.006754484,0.001343386,0.003181107,0.00174664,0.001758127,0.0008586178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002771499,"about_ca_system_score_gemma":0.005964746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007650708,"about_ca_topic_score_gemma":0.01001442,"domain_scores_codex":[0.9902576,0.00430643,0.002313714,0.001165282,0.001666444,0.0002903847],"domain_scores_gemma":[0.9660596,0.02251654,0.00591159,0.0009276422,0.004148077,0.0004366097],"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":[0.00177016,0.000335281,0.02976255,0.08962726,0.003171826,0.0002144722,0.001185364,0.0007747143,0.00101444,0.003735245,0.006541245,0.8618674],"study_design_scores_gemma":[0.0009375496,0.005220963,0.2037339,0.293265,0.02642165,0.004344535,0.004453,0.003642941,0.004438713,0.01230213,0.4406871,0.0005525501],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007324641,0.9841393,0.002187903,0.002856789,0.0004696915,0.0001625193,0.000580057,0.00005495076,0.00222428],"genre_scores_gemma":[0.06509443,0.9234499,0.007077007,0.001209197,0.001006911,0.0004916829,0.0008099707,0.00003941604,0.0008216172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01264678,"threshold_uncertainty_score":0.06688339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344404795647767,"score_gpt":0.3233283891440729,"score_spread":0.2898843411875952,"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."}}