{"id":"W3097662347","doi":"10.22374/jded.v3i1.36","title":"Pepys's Eyes: A Modern Answer to an Old Conundrum?","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":"Photophobia; Blindness; Optometry; Disease; Ophthalmology; Psychology; Medicine; Pathology","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":[0.004887367,0.0007991852,0.0013437,0.002035286,0.002670782,0.004397586,0.001543958,0.008669287,0.0075371],"category_scores_gemma":[0.01868502,0.0004104371,0.0006000806,0.001039654,0.01294682,0.01757902,0.003868112,0.0204648,0.002389906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094769,"about_ca_system_score_gemma":0.002483423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003284253,"about_ca_topic_score_gemma":0.005319656,"domain_scores_codex":[0.9982952,0.0006393809,0.0001951004,0.0002693241,0.0004130225,0.0001879739],"domain_scores_gemma":[0.991733,0.004559189,0.0004199125,0.0004628719,0.001744449,0.001080612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001766651,0.0001303112,0.004897327,0.001343785,0.00009810828,0.003475077,0.005954701,0.0001125246,0.0005553457,0.09545044,0.691716,0.1960898],"study_design_scores_gemma":[0.00005563317,0.0001339914,0.002973416,0.003581124,0.00005252314,0.01351009,0.01251657,0.0002546993,0.0002142114,0.1681223,0.798471,0.00011444],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001613068,0.1683912,0.0008059754,0.8049474,0.02020015,0.000005312414,0.00004309554,0.00003928518,0.003954567],"genre_scores_gemma":[0.06395696,0.3680064,0.002759382,0.4368206,0.1185326,0.00003800174,0.000129856,0.0001125601,0.009643566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008669287,"threshold_uncertainty_score":0.0258472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882970629530496,"score_gpt":0.288333226372648,"score_spread":0.269503520077343,"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."}}