{"id":"W2322898244","doi":"10.1097/opx.0000000000000062","title":"A New Portable Digital Meniscometer","year":2013,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer graphics (images); Optometry; Medicine","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":[0.0001603913,0.00007191997,0.0001208749,0.0001931906,0.0001105666,0.0002968841,0.00009265624,0.00002789818,0.0006084512],"category_scores_gemma":[0.00007125938,0.00004993928,0.00003004844,0.0008450901,0.0001067045,0.00109708,0.00008677944,0.00007176222,0.0003399233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001157962,"about_ca_system_score_gemma":0.00007538955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001993047,"about_ca_topic_score_gemma":7.110786e-8,"domain_scores_codex":[0.9990755,0.000002886011,0.0001050806,0.0002412231,0.0003604665,0.0002148812],"domain_scores_gemma":[0.9993612,0.00002228459,0.0000250313,0.0002115459,0.00006835561,0.0003116096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002464771,0.00008070551,0.6320937,0.0000268561,0.00001168161,0.00001480616,0.0001361799,2.928502e-7,0.09078732,0.0003132769,0.001360669,0.2751499],"study_design_scores_gemma":[0.001077436,0.0006015579,0.9526376,0.0001081702,0.00002047432,0.00004990136,0.0003254399,0.0006263111,0.01737958,0.0002645804,0.02667759,0.0002313199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821757,0.000159986,0.001308676,0.000690031,0.00007953258,0.000121291,7.67361e-7,0.0000235965,0.01544044],"genre_scores_gemma":[0.9892986,0.00001684848,0.002713708,0.0003918243,0.00002890462,0.000001489561,9.728589e-7,0.000004128234,0.007543544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3205439,"threshold_uncertainty_score":0.6662114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035259399537257,"score_gpt":0.3714023410721318,"score_spread":0.3610497470767592,"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."}}