{"id":"W4316011732","doi":"10.3791/64788-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Norges Forskningsråd; Universitetet i Oslo; University of Alberta","keywords":"Return of spontaneous circulation; Cardiopulmonary resuscitation; Medicine; Asphyxia; Resuscitation; Intensive care medicine; Perinatal asphyxia; Pulseless electrical activity; Hemodynamics; Guideline; Neonatal resuscitation; Anesthesia; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005298649,0.001821989,0.001299732,0.003161816,0.0007759121,0.002091658,0.002222598,0.002148309,0.189528],"category_scores_gemma":[0.004167257,0.0003231227,0.001030529,0.002575982,0.0002902015,0.001644303,0.001758133,0.001246181,0.1563188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008738555,"about_ca_system_score_gemma":0.001491085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01632646,"about_ca_topic_score_gemma":0.04496743,"domain_scores_codex":[0.9994869,0.00007567227,0.00006121696,0.0001746219,0.0001296779,0.00007190113],"domain_scores_gemma":[0.9989287,0.0003407928,0.00007567756,0.0001911961,0.0003489557,0.0001146534],"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":[0.0001523868,0.00004821662,0.0007414224,0.001115478,0.00003151411,0.00009564678,0.00003427264,0.0003380748,0.0004340799,0.000545383,0.9778856,0.01857796],"study_design_scores_gemma":[0.0001149649,0.00005116619,0.002740494,0.0005764531,0.00004871712,0.000273199,0.0001560057,0.002005377,0.001012095,0.002613405,0.9903515,0.000056639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005730842,0.000630154,0.0008725886,0.0002651484,0.0002195338,0.0001194043,0.988166,0.003192364,0.005961795],"genre_scores_gemma":[0.002431799,0.0005018681,0.003527742,0.0002607226,0.00006051652,0.0003630091,0.9870206,0.0004887545,0.005345074],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.189528,"threshold_uncertainty_score":0.6340342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03412119139934409,"score_gpt":0.3104525302514273,"score_spread":0.2763313388520832,"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."}}