{"id":"W4414598401","doi":"10.3791/68751-v","title":"JoVE Video Dataset","year":2025,"lang":"pt","type":"article","venue":"","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Anastomosis; Aortic arch; Trunk; Elephant trunks; Head and neck","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008643569,0.001108761,0.00129289,0.003631595,0.0008285333,0.002796332,0.002183556,0.001853637,0.5118653],"category_scores_gemma":[0.01112219,0.000343727,0.0007736447,0.003515348,0.0002923777,0.002027286,0.001900227,0.00113078,0.3116847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009152213,"about_ca_system_score_gemma":0.002261628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01375144,"about_ca_topic_score_gemma":0.02729977,"domain_scores_codex":[0.999281,0.0001069611,0.0001010942,0.0002227207,0.0001928103,0.00009531585],"domain_scores_gemma":[0.9962348,0.001485602,0.0003317917,0.0005169979,0.001083681,0.0003470748],"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":[0.00009539959,0.00002106985,0.0005669133,0.0007714272,0.0000158817,0.00003940029,0.00002184186,0.0001079471,0.000090096,0.00045747,0.9870946,0.01071795],"study_design_scores_gemma":[0.0001055463,0.00002385183,0.002073974,0.0006538554,0.00002998065,0.0001158343,0.00009719615,0.0004325114,0.0002688947,0.002019317,0.994148,0.00003100458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002138761,0.0001962582,0.0002648347,0.0002736984,0.0001194053,0.00006371357,0.9908345,0.001083042,0.006950718],"genre_scores_gemma":[0.002060636,0.0004488368,0.00180447,0.0004928492,0.00009016297,0.0003898846,0.9825246,0.0006166638,0.01157192],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4881347,"threshold_uncertainty_score":0.696265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563830697274942,"score_gpt":0.308844374033811,"score_spread":0.2932060670610616,"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."}}