{"id":"W2802416555","doi":"10.31011/reaid-2018-v.84-n.22-art.263","title":"Perfil de pacientes com obesidade grau III atendidos em um centro de referência em obesidade","year":2019,"lang":"pt","type":"article","venue":"Revista Enfermagem Atual In Derme","topic":"Healthcare Regulation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Obesity Network","funders":"","keywords":"Medicine; Obesity; Gynecology; Internal medicine","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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.004346322,0.00120882,0.002007836,0.0008045975,0.001021371,0.0003864993,0.001157804,0.00191177,0.002790982],"category_scores_gemma":[0.001329214,0.001282896,0.0005083118,0.001671543,0.0001972304,0.0007352637,0.0007161996,0.003956634,0.004814866],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00531916,"about_ca_system_score_gemma":0.00377344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036776,"about_ca_topic_score_gemma":0.001063219,"domain_scores_codex":[0.9831772,0.006311307,0.003051361,0.001742885,0.00132444,0.00439277],"domain_scores_gemma":[0.9929209,0.001722956,0.001204168,0.002171454,0.0004736772,0.001506892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009047746,0.001364352,0.8123903,0.01623955,0.0002554847,0.0006853226,0.0796527,0.0003082391,0.007933939,0.0212512,0.03725524,0.02175888],"study_design_scores_gemma":[0.005695991,0.0004556147,0.8425624,0.008793609,0.0002544766,0.0001227444,0.02536948,0.0154507,0.0004386697,0.0005763386,0.09833233,0.001947645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799893,0.005917713,0.000711676,0.00528759,0.001261288,0.004788852,0.0003222953,0.0004029095,0.001318368],"genre_scores_gemma":[0.9700266,0.001214689,0.0004621105,0.002949777,0.0008169755,0.0001858039,0.0004861682,0.0003160812,0.02354184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0610771,"threshold_uncertainty_score":0.999384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06362674939764248,"score_gpt":0.3973538721063775,"score_spread":0.3337271227087349,"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."}}