{"id":"W2210431608","doi":"10.1016/j.optm.2006.04.016","title":"Poster 15","year":2006,"lang":"en","type":"article","venue":"Optometry","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Photophobia; Medicine; Contact lens; Silicone hydrogel; Ophthalmology; Visual acuity; Crossover study; Lens (geology); Surgery; Pathology; Placebo; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004460269,0.00005989599,0.0001060643,0.00008626513,0.00002004585,0.000011099,0.00003018919,0.00004941204,0.0005238235],"category_scores_gemma":[0.000008833366,0.00004970462,0.00006135447,0.0001999449,0.00001176177,0.00003784827,0.00001484689,0.00007664457,0.0007819233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001794387,"about_ca_system_score_gemma":0.00001539549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002528717,"about_ca_topic_score_gemma":0.000001231352,"domain_scores_codex":[0.9995416,0.00000604712,0.00008097258,0.0001022054,0.0001346386,0.0001345735],"domain_scores_gemma":[0.9997186,0.00001068764,0.00001517586,0.0001828867,0.00002998099,0.0000426604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002360684,0.00007643037,0.9803011,0.00002042369,0.0000183911,0.0000609911,0.000009464976,2.650933e-7,0.01561672,0.0001485551,0.00208678,0.001637202],"study_design_scores_gemma":[0.0006628706,0.00007553442,0.9205511,0.00002602323,0.00003779133,0.00001675189,0.00002205569,0.000007531973,0.02319724,0.00003233859,0.05528409,0.0000866512],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874422,0.0004756322,0.00005752496,0.0005836076,0.00008817398,0.00006148788,0.000001678824,0.00004568573,0.111244],"genre_scores_gemma":[0.9836463,0.000005592685,0.0003971459,0.0008262377,0.0001669117,0.000001558822,0.00001415138,0.00001160579,0.01493047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09631357,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006682477865105906,"score_gpt":0.2783895631378154,"score_spread":0.2717070852727095,"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."}}