{"id":"W4382798780","doi":"10.34119/bjhrv6n3-286","title":"Edema de papila em hospital terciário no interior de São Paulo","year":2023,"lang":"pt","type":"article","venue":"Brazilian Journal of Health Review","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Edema; Gynecology; Surgery","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00490063,0.0003258921,0.001443805,0.00003423041,0.0005162662,0.00006989337,0.000706666,0.0001984817,0.002596847],"category_scores_gemma":[0.001140093,0.0001345864,0.0006416423,0.0007077723,0.00009921919,0.0001228957,0.0002595878,0.0006110093,0.001009309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002976776,"about_ca_system_score_gemma":0.0001786715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005621838,"about_ca_topic_score_gemma":0.000467275,"domain_scores_codex":[0.9953201,0.001014528,0.001731892,0.0003337871,0.0003203861,0.001279237],"domain_scores_gemma":[0.9973025,0.0003488942,0.001316437,0.0001070082,0.0002426077,0.0006825371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004546394,0.0002336857,0.01850705,0.003907364,0.0001071072,0.0004143475,0.0009283887,9.786685e-7,0.00007669797,0.00001805294,0.4056962,0.5700647],"study_design_scores_gemma":[0.0003751036,0.0077449,0.4620638,0.01177556,0.00009605932,0.0004493112,0.002251086,0.00001369027,0.00000355409,0.0002735149,0.5145721,0.0003812938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4086181,0.4560391,0.000008544002,0.1324097,0.001966292,0.000700649,0.00003312416,0.00004442908,0.0001800173],"genre_scores_gemma":[0.1523366,0.8214819,0.0001314969,0.02294866,0.001172765,0.00002003912,0.00001044481,0.000006114928,0.001891983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5696834,"threshold_uncertainty_score":0.9997685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04114749220478858,"score_gpt":0.3257473266032122,"score_spread":0.2845998343984236,"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."}}