{"id":"W4302550211","doi":"10.3791/61088-v","title":"JoVE Video Dataset","year":2020,"lang":"pt","type":"article","venue":"","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; Queen's University; Canadian Vascular Network; National Institutes of Health; Pulmonary Hypertension Association","keywords":"Preload; Cardiology; Medicine; Internal medicine; Cardiac catheterization; Afterload; Catheter; Cardiac function curve; Ventricular pressure; Aortic pressure; Cardiac cycle; Blood pressure; Ventricle; Hemodynamics; Surgery; Heart failure","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005704693,0.001696188,0.001225269,0.00263449,0.001055336,0.002815269,0.002247719,0.002094758,0.6003503],"category_scores_gemma":[0.003520236,0.0004353199,0.0008387631,0.002516896,0.0002973684,0.002261863,0.002544915,0.001331247,0.3756132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008447848,"about_ca_system_score_gemma":0.001677624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009053129,"about_ca_topic_score_gemma":0.02319996,"domain_scores_codex":[0.9995124,0.00005317672,0.00004130356,0.0001422963,0.0001760681,0.00007467149],"domain_scores_gemma":[0.9987483,0.0003387689,0.00007625958,0.0001973648,0.0004532697,0.0001859586],"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":[0.00009330506,0.00003216625,0.0002363597,0.0007162764,0.00001338533,0.00006351031,0.00003537248,0.0001607751,0.0005792982,0.0006820381,0.9758409,0.02154665],"study_design_scores_gemma":[0.00007032618,0.00003002418,0.001333325,0.0003409465,0.00002072391,0.0001678938,0.00009815078,0.0007609943,0.0008555791,0.002364453,0.9939172,0.0000404471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006953935,0.0008299364,0.003622145,0.0005765515,0.00071832,0.0003340051,0.9330485,0.01367335,0.04650177],"genre_scores_gemma":[0.005463273,0.001351663,0.01612835,0.001128593,0.0002508354,0.001088415,0.916304,0.005313751,0.05297117],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6003503,"threshold_uncertainty_score":0.5700518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0490939574202381,"score_gpt":0.318882713113106,"score_spread":0.2697887556928679,"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."}}