{"id":"W2737642784","doi":"10.1016/j.jtos.2017.03.006","title":"TFOS DEWS II Tear Film Report","year":2017,"lang":"en","type":"review","venue":"The Ocular Surface","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":965,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; University of Calgary","funders":"National Eye Institute; Allergan; Santen; CooperVision","keywords":"Tears; Mucin; Ophthalmology; Medicine; Surgery; Pathology","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":[0.0004003547,0.0007613041,0.0009022962,0.004777271,0.0004409483,0.001611041,0.0005787666,0.0009855522,0.008883522],"category_scores_gemma":[0.001739185,0.0001940747,0.0008469735,0.002964391,0.0004913206,0.001545323,0.001029159,0.00109506,0.002064814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004931511,"about_ca_system_score_gemma":0.001779469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265801,"about_ca_topic_score_gemma":0.003939091,"domain_scores_codex":[0.9996178,0.00003483527,0.0001038918,0.00005905213,0.000126815,0.00005754511],"domain_scores_gemma":[0.9994443,0.0001792906,0.0001417542,0.00003679998,0.0001408563,0.00005698301],"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":[0.0001558648,0.00005765298,0.002818629,0.01567185,0.0002261957,0.00798468,0.0001743127,0.0001066121,0.002336938,0.002315344,0.06113088,0.907021],"study_design_scores_gemma":[0.00004386393,0.00009261478,0.005686425,0.01508384,0.0005568138,0.05109713,0.0003843177,0.00006454452,0.00161691,0.00110987,0.9242263,0.00003731623],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007782718,0.9923298,0.0002065354,0.0005286256,0.0007515172,0.00001830231,0.0001203427,0.00001904771,0.005247482],"genre_scores_gemma":[0.0109224,0.9806188,0.000459288,0.001096169,0.0009704441,0.0000186191,0.0003916085,0.00001246582,0.005510262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008883522,"threshold_uncertainty_score":0.0297184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09690867737442965,"score_gpt":0.3814543074107786,"score_spread":0.284545630036349,"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."}}