{"id":"W4390663134","doi":"10.1590/scielopreprints.7851","title":"A TERAPÊUTICA ENDOSCÓPICA É SEGURA E EFICIENTE NO TRATAMENTO DE LESÕES LOCALIZADAS NO RETO?","year":2024,"lang":"pt","type":"preprint","venue":"","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Humanities; Gynecology; Philosophy","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00160035,0.001603911,0.002475117,0.0005204201,0.0003730468,0.0004776786,0.0006621577,0.0006988221,0.01047608],"category_scores_gemma":[0.0005672659,0.001240452,0.001401743,0.0005851995,0.0005587444,0.00006553777,0.002470684,0.002489035,0.01171749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007344341,"about_ca_system_score_gemma":0.001249792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007313589,"about_ca_topic_score_gemma":0.00008651308,"domain_scores_codex":[0.9917626,0.0004460966,0.001854247,0.002500962,0.001570044,0.001866094],"domain_scores_gemma":[0.9954076,0.0003190539,0.0003553793,0.00218253,0.0008367476,0.0008986753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002275849,0.002489749,0.00327578,0.02265512,0.008900394,0.007128482,0.009426761,0.00003156612,0.01796125,0.02337361,0.8773342,0.02514724],"study_design_scores_gemma":[0.00326734,0.002004248,0.001755396,0.007190798,0.00668601,0.0006963161,0.006278359,0.00682621,0.007676882,0.0006039955,0.9547946,0.002219852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1485051,0.08772527,0.003638395,0.01095004,0.01546129,0.00548486,0.001729298,0.001071408,0.7254344],"genre_scores_gemma":[0.7717887,0.006981832,0.002289913,0.004006964,0.003042214,0.0004713089,0.0003485332,0.0002667336,0.2108038],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6232836,"threshold_uncertainty_score":0.9998122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888412844869375,"score_gpt":0.2996617545773481,"score_spread":0.2707776261286543,"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."}}