{"id":"W3129029110","doi":"10.7554/elife.65676","title":"Visualizing traumatic brain injuries","year":2021,"lang":"en","type":"article","venue":"eLife","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Neurodegeneration; Zebrafish; Traumatic brain injury; Poison control; Animal model; Neuroimaging","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":[],"consensus_categories":[],"category_scores_codex":[0.0003378427,0.0008666964,0.000338016,0.001403683,0.0006058135,0.0006817767,0.0005844482,0.001153256,0.008178234],"category_scores_gemma":[0.0002870727,0.0006353371,0.0005159011,0.0004816646,0.000677385,0.0008916401,0.0009649451,0.002035252,0.001651269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007926516,"about_ca_system_score_gemma":0.001175572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005541389,"about_ca_topic_score_gemma":0.01355742,"domain_scores_codex":[0.9998571,0.00001102952,0.000008184697,0.00002876681,0.00005173889,0.00004314528],"domain_scores_gemma":[0.9998507,0.00002104752,0.00004733145,0.0000157165,0.0000264631,0.00003873779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007675743,0.00002514991,0.000296082,0.0001518311,0.00001638437,0.0002934018,0.00007090519,0.0003435567,0.9870328,0.002879132,0.001924275,0.006889823],"study_design_scores_gemma":[0.0001644137,0.0005393534,0.01028083,0.0003910241,0.0001325052,0.002875985,0.0004108116,0.003935977,0.9134107,0.004513757,0.06326728,0.00007732485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4933954,0.01685219,0.3873875,0.01026639,0.001796336,0.0009537729,0.01171978,0.006159865,0.07146866],"genre_scores_gemma":[0.5717058,0.03240318,0.2961917,0.002219365,0.0002497312,0.001743557,0.005872808,0.001921855,0.08769206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008178234,"threshold_uncertainty_score":0.02735889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240741815406761,"score_gpt":0.3606084766569884,"score_spread":0.3365342951163123,"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."}}