{"id":"W3016737052","doi":"10.22374/jded.v2i1(sp","title":"A Dry Eye University Discussion about Dry Eye Related to Allergies, Exposure, and Contact Lens Wear","year":2020,"lang":"en","type":"article","venue":"Journal of Dry Eye Disease","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact lens; Optometry; Dry eyes; Medicine; Focus (optics); Ophthalmology; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003383733,0.0006561652,0.0008361632,0.001261894,0.01214032,0.00349658,0.001167817,0.01747479,0.03939934],"category_scores_gemma":[0.01035964,0.0005561008,0.001380874,0.0007445705,0.002245479,0.008396192,0.005022791,0.01633507,0.003699067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003304193,"about_ca_system_score_gemma":0.004316743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615357,"about_ca_topic_score_gemma":0.007930551,"domain_scores_codex":[0.9984078,0.0006065745,0.000160808,0.0001507877,0.0003570937,0.0003170174],"domain_scores_gemma":[0.9934272,0.002782294,0.0003336408,0.00009010317,0.0007737304,0.002593233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006228442,0.0002226351,0.001280747,0.0003355335,0.00000923738,0.002641578,0.001895945,0.00005468671,0.0003067619,0.00265528,0.9663358,0.02419962],"study_design_scores_gemma":[0.00004130518,0.0001685469,0.003164587,0.0009243772,0.00002111055,0.00530854,0.0053276,0.00007991343,0.000159833,0.001996901,0.9827647,0.00004257962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003184423,0.0123664,0.0001800426,0.9221851,0.04899834,0.00004217064,0.00006292402,0.00004711016,0.01293344],"genre_scores_gemma":[0.02393345,0.01598084,0.0004923663,0.827064,0.08393183,0.00009075189,0.00007654037,0.0000678682,0.04836237],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03939934,"threshold_uncertainty_score":0.131804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009877944960896301,"score_gpt":0.2416512357298524,"score_spread":0.2317732907689561,"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."}}