{"id":"W4296041548","doi":"10.26685/urncst.378","title":"TROPSA and TRE31 Gene Knockouts to Prevent the Transmission of Lyme Disease from Tick to Host: A Research Protocol","year":2022,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Ixodes scapularis; Lyme disease; Tick; Borrelia burgdorferi; Biology; Peromyscus; Transmission (telecommunications); Gene knockout; LYME; Mutant; Disease; Tick-borne disease; Genetics; Virology; Gene; Medicine; Zoology; Ixodidae; Antibody; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003385589,0.002061594,0.001989458,0.001802921,0.001684137,0.00133922,0.002730872,0.004255619,0.02629888],"category_scores_gemma":[0.00171098,0.001199696,0.002739376,0.000936195,0.0009763113,0.0009688977,0.001048429,0.003825536,0.00602592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197248,"about_ca_system_score_gemma":0.002653583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302626,"about_ca_topic_score_gemma":0.00257175,"domain_scores_codex":[0.9972726,0.0005455404,0.000399906,0.0005688636,0.0006508194,0.0005623233],"domain_scores_gemma":[0.9972422,0.0005201714,0.0004573344,0.0005103389,0.0006514877,0.0006184306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01674453,0.008038783,0.0008223807,0.002940787,0.0001769759,0.001594453,0.0003919671,0.0009525565,0.9264976,0.007166372,0.01757936,0.01709425],"study_design_scores_gemma":[0.01141005,0.07027063,0.00563274,0.001423219,0.000935373,0.003915841,0.0004929412,0.002651891,0.6367796,0.001980316,0.2642384,0.0002690359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.4318369,0.01099476,0.1135205,0.005483343,0.005764986,0.3289824,0.05568504,0.004276427,0.04345569],"genre_scores_gemma":[0.1807931,0.0145762,0.1160359,0.002834424,0.0005229634,0.5021107,0.04284847,0.0008112949,0.139467],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02629888,"threshold_uncertainty_score":0.08797854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07992752747318026,"score_gpt":0.4158130919057802,"score_spread":0.3358855644325999,"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."}}