{"id":"W4397043805","doi":"10.1016/j.survophthal.2024.04.006","title":"Leveraging neural plasticity for the treatment of amblyopia","year":2024,"lang":"en","type":"review","venue":"Survey of Ophthalmology","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"National Eye Institute; Canadian Institutes of Health Research","keywords":"Anisometropia; Stereoscopic acuity; Strabismus; Visual acuity; Medicine; Neuroplasticity; Neuroscience; Binocular vision; Psychology; Ophthalmology; Refractive error; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004181017,0.0002991571,0.001180239,0.0001333781,0.00009025125,0.00001979646,0.0003628702,0.0001912858,0.0001572399],"category_scores_gemma":[0.0005469616,0.0001693462,0.0003899624,0.000327371,0.0002154309,0.00002338898,0.00004836743,0.0001387984,0.000029418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004387303,"about_ca_system_score_gemma":0.0001764944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001366883,"about_ca_topic_score_gemma":0.00000266393,"domain_scores_codex":[0.9979365,0.0006882533,0.00054654,0.0004487447,0.0001420646,0.0002378229],"domain_scores_gemma":[0.9960694,0.003257955,0.0003376164,0.0002327714,0.00006371743,0.00003858289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001523194,0.0005531586,0.00003031905,0.02119427,0.000177529,0.0000915261,0.0005345831,0.00002690276,0.0003457859,0.0004032279,0.0002094138,0.976281],"study_design_scores_gemma":[0.003595177,0.02607688,0.004411047,0.01531329,0.00916458,0.02175639,0.0001611064,0.006738768,0.006243482,0.003546702,0.8991096,0.003882963],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0044785,0.991689,0.0002485662,0.00001471955,0.001853878,0.0008771365,0.0005902528,0.00002629032,0.000221688],"genre_scores_gemma":[0.06699246,0.9314868,0.00004752124,0.00001014341,0.00008033955,0.0001197311,0.00003999821,0.00005143246,0.00117153],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.972398,"threshold_uncertainty_score":0.6905736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4317142024342948,"score_gpt":0.4705715823708064,"score_spread":0.03885737993651156,"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."}}