{"id":"W4386864904","doi":"10.3389/fnins.2023.1249466","title":"Human deprivation amblyopia: treatment insights from animal models","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Eye Institute; Canadian Institutes of Health Research; Research to Prevent Blindness","keywords":"Sequela; Medicine; Monocular deprivation; Visual impairment; Sensory deprivation; Neuroscience; Monocular; Psychology; Psychiatry; Ocular dominance; Visual cortex","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000871525,0.0006813441,0.0009451052,0.001148591,0.0002748333,0.000856957,0.0006583124,0.0008853851,0.002080075],"category_scores_gemma":[0.000593705,0.0001721751,0.0005573836,0.0004958674,0.0005425942,0.0008068705,0.0005538759,0.001998555,0.0008553846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006239313,"about_ca_system_score_gemma":0.0007240598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008340222,"about_ca_topic_score_gemma":0.00184503,"domain_scores_codex":[0.999743,0.00005631577,0.00002698614,0.000046105,0.00009690894,0.0000307369],"domain_scores_gemma":[0.999799,0.00007448277,0.00003295107,0.00001592015,0.00005584292,0.00002181974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001098399,0.001323067,0.001306003,0.02501344,0.0004459907,0.001498909,0.0004045844,0.001244798,0.1998104,0.02141324,0.04688484,0.6995564],"study_design_scores_gemma":[0.0002226961,0.00360685,0.00504904,0.005530651,0.0007037612,0.005393689,0.0002399072,0.0009144902,0.05013046,0.01164456,0.9164692,0.00009477022],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01247679,0.9636912,0.007035737,0.002659942,0.000535085,0.0001582015,0.0006755628,0.0001625277,0.01260495],"genre_scores_gemma":[0.03573018,0.9544302,0.005345969,0.001156579,0.0002069987,0.0002163792,0.0008006002,0.00002461688,0.002088403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002080075,"threshold_uncertainty_score":0.006958544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059217413502316,"score_gpt":0.3516190302489449,"score_spread":0.2456972888987133,"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."}}