{"id":"W970102057","doi":"","title":"Modeling Nonlinear Optical Interactions in the Crystalline Lens- Defining the Light Required for a Presbyopia Cure","year":2007,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Presbyopia; Lens (geology); Materials science; Nonlinear optical; Optics; Optometry; Nonlinear system; Optoelectronics; Medicine; Physics","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":[0.0001691873,0.0004624964,0.0003628428,0.0002386707,0.0004082071,0.0009044497,0.0005357555,0.00131653,0.001764252],"category_scores_gemma":[0.0007035439,0.0004081799,0.0004778457,0.0002277563,0.0005695506,0.0007358025,0.0003796883,0.0006273277,0.0002571604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008199418,"about_ca_system_score_gemma":0.001210074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02316836,"about_ca_topic_score_gemma":0.01757693,"domain_scores_codex":[0.9999206,0.00001476141,0.000002475882,0.0000130628,0.00002838332,0.00002070687],"domain_scores_gemma":[0.9997838,0.0001044404,0.00003349482,0.00001318159,0.00004418475,0.00002084931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003718979,0.00003650242,0.0005401921,0.00001783819,0.000009587679,0.0001013562,0.0000514563,0.9801096,0.006743842,0.01035352,0.0002498547,0.001749065],"study_design_scores_gemma":[0.000004377441,0.000004448262,0.0001156863,0.000001457312,0.000002339106,0.00000844334,0.00001075156,0.9986126,0.000406725,0.0006918688,0.0001380049,0.000003308213],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6656971,0.0006352016,0.2775184,0.0007373968,0.0001070284,0.0001261856,0.0002932189,0.0003467873,0.05453876],"genre_scores_gemma":[0.9758191,0.0002061927,0.01145929,0.00005848604,0.00001905216,0.00004215019,0.0000756823,0.00007104374,0.01224903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316836,"threshold_uncertainty_score":0.046067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029117100477554,"score_gpt":0.4324288039535022,"score_spread":0.3295170939057468,"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."}}