{"id":"W7148627342","doi":"10.1002/j.1538-9235.2002.tb01576.x","title":"Asymptomatic Corneal Staining Associated with the Use of Balafilcon Silicone‐Hydrogel Contact Lenses Disinfected with a Polyaminopropyl Biguanide‐Preserved Care Regimen","year":2002,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Asymptomatic; Contact lens; Regimen; Lens (geology); Staining; Crossover study; Keratitis","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":[],"consensus_categories":[],"category_scores_codex":[0.000398648,0.0002158856,0.0004064176,0.0002696663,0.0003657847,0.0001540986,0.0001952422,0.00007438143,0.00004479221],"category_scores_gemma":[0.0004685612,0.0001160929,0.00005067779,0.001984047,0.000598992,0.0006232393,0.00009170256,0.0002127585,0.000003552607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006711884,"about_ca_system_score_gemma":0.0001093803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009518836,"about_ca_topic_score_gemma":0.00001778142,"domain_scores_codex":[0.9979932,0.00007788472,0.0002479674,0.0004336383,0.000848848,0.0003984263],"domain_scores_gemma":[0.9981574,0.000437311,0.0002394827,0.0005148358,0.0004482155,0.0002026917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003199839,0.000197097,0.932519,0.0001048772,0.0001166255,0.00005754927,0.002118392,0.00002025609,0.06076973,0.0000574476,0.00003103378,0.003687971],"study_design_scores_gemma":[0.003092222,0.004189373,0.9558065,0.001178907,0.0002126464,0.00004074009,0.003490372,0.009589425,0.02194628,0.000001466029,0.000159865,0.0002922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983479,0.0004043896,0.0001010995,0.0002369847,0.00002416554,0.0004387536,0.00001994486,0.00005573645,0.0003710191],"genre_scores_gemma":[0.9992377,0.00003795461,0.0002073108,0.0002091171,0.000009964121,0.000006925688,0.000007512438,0.0000179058,0.0002656087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03882345,"threshold_uncertainty_score":0.4734132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873735114531709,"score_gpt":0.3274658618226336,"score_spread":0.2987285106773165,"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."}}