{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001644003,0.000299166,0.0003129622,0.0009222286,0.0006899229,0.0001729111,0.001221604,0.00009363823,0.000012184],"category_scores_gemma":[0.0003625424,0.0002717693,0.0000863935,0.003818046,0.0008080922,0.001139885,0.0003383798,0.0003620193,0.0001128117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518532,"about_ca_system_score_gemma":0.0001232047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005021817,"about_ca_topic_score_gemma":0.00000835114,"domain_scores_codex":[0.9958646,0.0003935695,0.000390365,0.001643103,0.000806627,0.0009017689],"domain_scores_gemma":[0.9989166,0.0001696245,0.0001086931,0.0005418684,0.00002538204,0.0002378328],"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":[0.00004120862,0.0001581034,0.004618503,0.000002895758,4.860786e-7,0.0005994037,0.0002384603,0.001468471,0.9895978,0.0009157115,0.00173008,0.0006288653],"study_design_scores_gemma":[0.001234131,0.0007305942,0.03874286,0.00001384847,0.00000701001,0.00001253404,0.00006970159,0.179413,0.766826,0.00946367,0.003079904,0.0004068415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948373,0.00002565642,0.0004143692,0.0005561757,0.00229413,0.0005345204,0.00002283278,0.0003464829,0.000968566],"genre_scores_gemma":[0.9965475,0.0003884382,0.00009157116,0.001652889,0.00007208152,0.0001128797,0.000001952632,0.00003395335,0.001098798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2227719,"threshold_uncertainty_score":0.9999735,"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."}}