{"id":"W4391528675","doi":"10.3791/6532-v","title":"JoVE Video Dataset","year":2024,"lang":"pt","type":"article","venue":"","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ex vivo; Section (typography); Function (biology); Computer science; In vivo; Biology; Operating system; Cell biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000584852,0.001660928,0.001225194,0.002699599,0.0009330253,0.002559429,0.001960897,0.001845464,0.6956046],"category_scores_gemma":[0.005213541,0.0004121287,0.0008958961,0.002465845,0.000234443,0.002046026,0.002433716,0.001197745,0.4709042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007604797,"about_ca_system_score_gemma":0.001724756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363965,"about_ca_topic_score_gemma":0.03237829,"domain_scores_codex":[0.9995762,0.00004638301,0.00003762406,0.0001170153,0.0001565076,0.00006633474],"domain_scores_gemma":[0.9980499,0.0005303608,0.000096876,0.0002496311,0.000833172,0.0002400692],"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":[0.0000525588,0.00001261094,0.0001221437,0.0002449521,0.000005609031,0.00002300429,0.00001078273,0.00006702049,0.0001451221,0.0002160539,0.9877133,0.01138669],"study_design_scores_gemma":[0.00008433966,0.00002491904,0.001489182,0.0002892489,0.00001913001,0.0001159304,0.00007370701,0.0005447085,0.0005119361,0.001971724,0.9948367,0.00003843411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003438754,0.0003611635,0.001665314,0.0005575456,0.0006337178,0.0001814576,0.959892,0.006558619,0.02980628],"genre_scores_gemma":[0.003464499,0.0008140514,0.008502424,0.001165265,0.0002847996,0.0008879522,0.9265246,0.003934039,0.05442231],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3043954,"threshold_uncertainty_score":0.4341831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0130638783164262,"score_gpt":0.2954715568109485,"score_spread":0.2824076784945223,"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."}}