{"id":"W4293063284","doi":"10.51161/convesp/5687","title":"TRATAMENTO CIRÚRGICO DO OTOHEMATOMA: REVISÃO BIBLIOGRÁFICA","year":2022,"lang":"pt","type":"article","venue":"Anais do I Congresso Nacional de Especialidades Veterinárias On-line","topic":"Ear and Head Tumors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Physics; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002336805,0.00133731,0.002093314,0.003281946,0.001438685,0.0009389529,0.001355716,0.000487939,0.0388482],"category_scores_gemma":[0.0005678165,0.001397154,0.001194632,0.004607751,0.0004573559,0.0003609543,0.0009467428,0.002424019,0.001491304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009968054,"about_ca_system_score_gemma":0.0009123151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000763585,"about_ca_topic_score_gemma":0.00001911134,"domain_scores_codex":[0.9898411,0.001076242,0.002086209,0.001966632,0.003000635,0.002029186],"domain_scores_gemma":[0.9947315,0.0008405748,0.0008726133,0.001779442,0.0004794771,0.001296357],"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":[0.02504376,0.01302219,0.03927529,0.003153665,0.004449037,0.03088753,0.01033085,0.002118827,0.01246169,0.1425422,0.696723,0.01999193],"study_design_scores_gemma":[0.01612492,0.014885,0.03497037,0.002613218,0.001367557,0.003876721,0.005082173,0.001717594,0.002017132,0.001074028,0.9132082,0.003063022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566264,0.01437228,0.0001159929,0.0079261,0.004990701,0.00262781,0.003089321,0.0004421075,0.009809326],"genre_scores_gemma":[0.9781361,0.002406935,0.0001849986,0.004492263,0.006245443,0.0004564183,0.0006840588,0.0003061547,0.007087675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2164852,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06634839563231619,"score_gpt":0.3475893296998416,"score_spread":0.2812409340675254,"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."}}