{"id":"W4382646236","doi":"10.3791/65331-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Biology; Embryonic stem cell; Context (archaeology); Neuroscience; Induced pluripotent stem cell; Microglia; Flow cytometry; Cell culture; In vivo; Computational biology; Cell type; Cell; Cell biology; Immunology; Genetics; Inflammation; Gene","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":[],"category_scores_codex":[0.0004245166,0.001589065,0.001115237,0.002876028,0.0008602701,0.001993632,0.001961665,0.001721538,0.4422466],"category_scores_gemma":[0.003086349,0.0003128913,0.0007586003,0.00260732,0.0002538466,0.001729991,0.001963494,0.00105104,0.2713344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007029263,"about_ca_system_score_gemma":0.001254553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355633,"about_ca_topic_score_gemma":0.03821547,"domain_scores_codex":[0.9996439,0.00003987814,0.00002894633,0.0001173736,0.0001146771,0.0000551741],"domain_scores_gemma":[0.9990829,0.0002704829,0.00005745671,0.0001267647,0.0003242249,0.0001382541],"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":[0.00009063693,0.00002633217,0.0003698108,0.0006211203,0.00001388585,0.0000530684,0.00002816899,0.0002168788,0.0004028791,0.0004788936,0.9810759,0.0166225],"study_design_scores_gemma":[0.0000697838,0.00003449739,0.002310439,0.0003769081,0.0000261871,0.0001693088,0.000122556,0.001217337,0.0008058934,0.002738151,0.9920835,0.00004537404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00057833,0.0004782381,0.001420992,0.0002759087,0.0002555791,0.0001358357,0.9724848,0.005317496,0.01905294],"genre_scores_gemma":[0.004149811,0.0007093224,0.006443059,0.0004076125,0.00009206987,0.0004770963,0.9680807,0.00173127,0.0179092],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4422466,"threshold_uncertainty_score":0.7955675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1358917446348498,"score_gpt":0.3781816427746373,"score_spread":0.2422898981397875,"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."}}