{"id":"W4399868288","doi":"10.3389/fnins.2024.1424025","title":"Diving deep: zebrafish models in motor neuron degeneration research","year":2024,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"German Academic Exchange Service; Deutscher Akademischer Austauschdienst","keywords":"Zebrafish; Spinal muscular atrophy; Neuroscience; Motor neuron; Biology; Amyotrophic lateral sclerosis; Hereditary spastic paraplegia; Motor behavior; Phenotype; Medicine; Spinal cord; Disease; Pathology; Gene; Genetics","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":[0.000686901,0.0009165551,0.0006741269,0.0009863897,0.0005724702,0.0008477002,0.0008913471,0.001207542,0.003607219],"category_scores_gemma":[0.0003509538,0.0003566281,0.0007359515,0.0003340326,0.0008952364,0.0009563445,0.000899102,0.002088722,0.0009132478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212555,"about_ca_system_score_gemma":0.001103803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00341231,"about_ca_topic_score_gemma":0.006905294,"domain_scores_codex":[0.9997073,0.00004523997,0.0000242464,0.00005731655,0.0001247958,0.0000411529],"domain_scores_gemma":[0.9998471,0.00002903777,0.00003607923,0.0000162214,0.00002909115,0.00004243675],"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":[0.0004571293,0.0001050775,0.0006018646,0.001530847,0.00006340588,0.0005135429,0.0001973949,0.0007786954,0.9090118,0.01619386,0.008167583,0.06237886],"study_design_scores_gemma":[0.000395789,0.004785531,0.0089604,0.001549408,0.0005963809,0.003067209,0.0003949229,0.004054777,0.4833175,0.01091072,0.4817694,0.0001980925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.274872,0.3405952,0.2374632,0.01717192,0.004814094,0.00202408,0.01399813,0.007910055,0.1011513],"genre_scores_gemma":[0.5314142,0.2546261,0.1524672,0.003777943,0.0004413987,0.002469651,0.007719328,0.0006385632,0.04644558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003607219,"threshold_uncertainty_score":0.01206732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0688819777444487,"score_gpt":0.3577323241483051,"score_spread":0.2888503464038564,"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."}}