{"id":"W4312822149","doi":"10.12968/opti.2018.1.6857","title":"Meibography: an overview","year":2018,"lang":"en","type":"article","venue":"Optician","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geography; Computer science; Data science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003889101,0.002094591,0.001981555,0.01063282,0.0008487477,0.002837975,0.001859598,0.00479496,0.002810241],"category_scores_gemma":[0.004147661,0.001185637,0.001862753,0.003638193,0.002965543,0.006182738,0.001718994,0.009836012,0.003699721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940627,"about_ca_system_score_gemma":0.001366918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371303,"about_ca_topic_score_gemma":0.003329432,"domain_scores_codex":[0.99827,0.0004303062,0.0003413879,0.0003599654,0.000459658,0.0001385058],"domain_scores_gemma":[0.9960533,0.002262156,0.0003287334,0.0001423708,0.0008952867,0.000317994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002247183,0.0002634514,0.006912173,0.007631078,0.0002271205,0.008287622,0.0003464093,0.0009507927,0.002288913,0.01057272,0.08618093,0.8761141],"study_design_scores_gemma":[0.00005496341,0.0005574982,0.01439484,0.009649022,0.0002391802,0.1429735,0.0007145542,0.001267984,0.001793966,0.01331022,0.8147149,0.0003293413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006802172,0.9819471,0.004912657,0.005573575,0.002020353,0.00002489643,0.00004579403,0.00009506832,0.00470039],"genre_scores_gemma":[0.006622457,0.9640625,0.007714591,0.006431343,0.01255517,0.00007267698,0.0001158144,0.00005918805,0.00236639],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01063282,"threshold_uncertainty_score":0.02056777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04531966552918585,"score_gpt":0.3354057194285738,"score_spread":0.2900860538993879,"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."}}