{"id":"W4399141747","doi":"10.51161/conasau2023/36148","title":"AVANÇOS E DESAFIOS FUTUROS NA ROBÓTICA CIRÚRGICA: UMA REVISÃO DAS APLICAÇÕES ATUAIS","year":2024,"lang":"pt","type":"article","venue":"","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005769481,0.001351353,0.0008623066,0.003464876,0.001030627,0.005945244,0.002612122,0.002397253,0.01566031],"category_scores_gemma":[0.01495588,0.0005989528,0.001611094,0.001478964,0.001754805,0.003882973,0.00220261,0.001679308,0.003916987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126535,"about_ca_system_score_gemma":0.002521725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002369859,"about_ca_topic_score_gemma":0.006101766,"domain_scores_codex":[0.9962208,0.001122618,0.0004037549,0.0004443855,0.001542673,0.0002657521],"domain_scores_gemma":[0.9927633,0.004154343,0.0006718053,0.0006022473,0.001459618,0.0003486936],"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":[0.0002158198,0.0001116376,0.004628886,0.004055435,0.0001221524,0.001028992,0.001293314,0.002030609,0.009038975,0.006547887,0.01172888,0.9591973],"study_design_scores_gemma":[0.0001141788,0.001559126,0.01500373,0.01146387,0.001014786,0.02481775,0.003806636,0.01829877,0.03218036,0.02255554,0.8687941,0.0003911398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08934376,0.4984579,0.2598605,0.01969545,0.008831792,0.0008262333,0.0006346192,0.004120523,0.1182292],"genre_scores_gemma":[0.4445873,0.3168113,0.1670683,0.005221398,0.006976938,0.0005280553,0.0007269747,0.0007397773,0.05734008],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01566031,"threshold_uncertainty_score":0.05238897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01526645103198112,"score_gpt":0.2904170592720297,"score_spread":0.2751506082400486,"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."}}