{"id":"W4390631020","doi":"10.3791/66471-v","title":"JoVE Video Dataset","year":2024,"lang":"pt","type":"article","venue":"","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Efflux; Acinetobacter baumannii; Biology; Plasmid; Gene; Antibiotic resistance; Computational biology; Operon; Bacterial genetics; Genetics; Antibiotics; Microbiology; Bacteria; Escherichia coli; Pseudomonas aeruginosa","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":[0.000482064,0.001612161,0.001198958,0.002875852,0.0007877721,0.002621555,0.002095634,0.001808465,0.6551975],"category_scores_gemma":[0.004557846,0.0003384097,0.0008054475,0.00271165,0.0002392312,0.002364902,0.002483213,0.001024088,0.4560855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007653419,"about_ca_system_score_gemma":0.00129207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00863101,"about_ca_topic_score_gemma":0.02406883,"domain_scores_codex":[0.9996269,0.0000490913,0.0000312409,0.0001120546,0.0001261962,0.00005448686],"domain_scores_gemma":[0.9985903,0.0004513074,0.00008659864,0.0001655889,0.000459952,0.0002462612],"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":[0.00006290899,0.00001400325,0.0001796469,0.0004494834,0.000006650844,0.00003759302,0.00001444921,0.00009459037,0.0001287245,0.0002833118,0.982096,0.01663269],"study_design_scores_gemma":[0.00004616596,0.00002180682,0.0009846495,0.0002769464,0.00001466721,0.0001256636,0.00006661969,0.0004622634,0.0003111756,0.001537319,0.9961281,0.00002453264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005420408,0.0009090031,0.00170399,0.0007247806,0.0006159084,0.000196451,0.9377352,0.008185528,0.04938709],"genre_scores_gemma":[0.004282629,0.001467444,0.006829696,0.001092171,0.0002489637,0.000589336,0.9272606,0.003127805,0.05510129],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3448025,"threshold_uncertainty_score":0.4918189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217596275082403,"score_gpt":0.2854751190632139,"score_spread":0.2732991563123899,"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."}}