{"id":"W1983932870","doi":"10.1016/s1542-0124(11)70038-6","title":"The University of Waterloo's Centre for Contact Lens Research","year":2011,"lang":"en","type":"article","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Contact lens; Medicine; Optometry; Ophthalmology; Lens (geology); Engineering","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":[0.001230974,0.0001001728,0.0001930682,0.00001853409,0.0004444142,0.000009707835,0.0003074769,0.00007163771,0.0001277124],"category_scores_gemma":[0.00006844751,0.00005683682,0.0001760088,0.0001391192,0.0002018886,0.00005559358,0.00008583927,0.0002276332,0.0001119393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004175299,"about_ca_system_score_gemma":0.00009775401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100341,"about_ca_topic_score_gemma":0.0003383983,"domain_scores_codex":[0.9988056,0.0002117699,0.0001241191,0.0001736044,0.0003044492,0.0003804135],"domain_scores_gemma":[0.9986441,0.0002432569,0.0000506312,0.0006697159,0.0003260123,0.00006629092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01639513,0.001872997,0.3284369,0.0009811901,0.004576054,0.0006044717,0.1124737,0.00009524775,0.3614858,0.1205792,0.03159942,0.02089978],"study_design_scores_gemma":[0.004412198,0.001109535,0.05715241,0.0002413267,0.000518096,0.00001226495,0.03542268,0.0007403381,0.1661637,0.001314403,0.7325637,0.0003493262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898918,0.001015205,0.000120127,0.003482555,0.00008994629,0.000753116,0.00001132472,0.00002695506,0.004608955],"genre_scores_gemma":[0.9842041,0.0003843493,0.0003768893,0.00006219019,0.0000226289,5.993429e-7,0.000005071892,0.00001912754,0.01492501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7009643,"threshold_uncertainty_score":0.341812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06615124582456378,"score_gpt":0.2778810767184374,"score_spread":0.2117298308938736,"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."}}