{"id":"W2758079563","doi":"10.1016/j.jcjo.2017.07.026","title":"EyePrintPRO therapeutic scleral contact lens: indications and outcomes","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health; University of Toronto; McMaster University","funders":"","keywords":"Contact lens; Scleral lens; Optometry; Ophthalmology; Medicine; Lens (geology); Optics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001909308,0.00009530251,0.0003147168,0.0001648212,0.0002676261,0.00005332433,0.0001783991,0.00009856632,0.0004853173],"category_scores_gemma":[0.0001976091,0.00007709784,0.00009433481,0.00002222642,0.0001563959,0.0001481765,0.000012771,0.0002600691,0.00001948831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005909252,"about_ca_system_score_gemma":0.0008161984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335352,"about_ca_topic_score_gemma":0.0003348662,"domain_scores_codex":[0.9993436,0.00003470489,0.0002186397,0.00009909759,0.00007672912,0.0002271891],"domain_scores_gemma":[0.9988801,0.00003713635,0.0002348957,0.000326928,0.0001262097,0.0003947029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000018316,0.00001340319,0.9902458,0.000007646008,0.0001570687,0.006332887,0.0001500487,2.365421e-7,0.0002485811,0.001697205,0.00002120712,0.001107553],"study_design_scores_gemma":[0.0008277909,0.0003270643,0.9725902,0.00003839265,0.00008303253,0.02401438,0.00009506258,0.000002990618,0.00007575212,0.0005479867,0.001327604,0.00006974296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804437,0.0009387688,0.00001044023,0.006725203,0.0003015075,0.00009921862,0.000004992487,0.000001759376,0.01147443],"genre_scores_gemma":[0.9986967,0.00001736451,0.0001500208,0.0003115695,0.00006631881,0.000001359852,0.000001019601,0.00001175024,0.0007438815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01825304,"threshold_uncertainty_score":0.5313884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0506303041979419,"score_gpt":0.3198569889097292,"score_spread":0.2692266847117873,"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."}}