{"id":"W4381942658","doi":"10.5281/zenodo.8079733","title":"RELATO DE CASO: ESOFAGOGRAFIA COM MEGAESÔFAGO E PNEUMONIA POR ASPIRAÇÃO","year":2023,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Academic Research in Diverse Fields","field":"Social Sciences","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005985096,0.0003778516,0.0004033499,0.0007565831,0.008427623,0.001824871,0.003907631,0.000648123,0.03214079],"category_scores_gemma":[0.005612324,0.0004364921,0.0002225791,0.003991025,0.001007167,0.0007157535,0.004103936,0.001955112,0.08530489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008698595,"about_ca_system_score_gemma":0.00007209225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005119845,"about_ca_topic_score_gemma":0.000007609377,"domain_scores_codex":[0.9920461,0.002357101,0.0006336675,0.001019981,0.001965896,0.001977274],"domain_scores_gemma":[0.996524,0.0002493254,0.0002876421,0.0009077523,0.0009454649,0.001085783],"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":[0.00007866727,0.0001282165,0.0001321551,0.0001111186,0.0001415967,0.0002540782,0.02554896,0.0000968924,0.001316034,0.008599441,0.9147663,0.04882661],"study_design_scores_gemma":[0.0006380202,0.0003378394,0.001666758,0.0001072734,0.00004467104,0.00006666191,0.01354783,0.001865947,0.0001166314,0.0006926642,0.9804587,0.0004569817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1507935,0.0007801839,0.002348171,0.06452634,0.002020101,0.004084558,0.002100604,0.009549846,0.7637967],"genre_scores_gemma":[0.9040342,0.002872955,0.00008158973,0.0007048736,0.0009158296,3.425895e-7,0.00142137,0.003151318,0.08681753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7532407,"threshold_uncertainty_score":0.9998087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09895604222138386,"score_gpt":0.3340575506103685,"score_spread":0.2351015083889846,"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."}}