{"id":"W3180755208","doi":"","title":"Human Meibum and Tear Film Derived (O-acyl)-Omega-Hydroxy Fatty Acids as Biomarkers of Tear Film Dynamics","year":2021,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Omega; Omega 3 fatty acid; Chemistry; Dynamics (music); Ophthalmology; Fatty acid; Biochemistry; Medicine; Physics; Polyunsaturated fatty acid; Docosahexaenoic acid","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":[0.0004626289,0.0003740972,0.0002449562,0.0006496051,0.0002925796,0.0008013085,0.0001448327,0.000493319,0.001599044],"category_scores_gemma":[0.0009228631,0.0001466838,0.000176625,0.0005127264,0.0002461361,0.0003176668,0.0003134894,0.0003717978,0.0002874531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002024205,"about_ca_system_score_gemma":0.0002737462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002659803,"about_ca_topic_score_gemma":0.002115499,"domain_scores_codex":[0.9997399,0.00009109847,0.0000226559,0.00005550218,0.00005112642,0.0000397302],"domain_scores_gemma":[0.9997392,0.00006877832,0.00005968701,0.00002326573,0.00005863055,0.00005033595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.04116534,0.0004554094,0.2087312,0.0004572324,0.0003274568,0.0009499859,0.001319229,0.0002063653,0.6967293,0.0004543267,0.0007162123,0.04848801],"study_design_scores_gemma":[0.0005415977,0.006561613,0.5942106,0.0001440862,0.0005399288,0.004175904,0.002759429,0.002266363,0.377758,0.000398752,0.01057066,0.00007313717],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892033,0.007539202,0.0008889932,0.00008069852,0.00005860935,0.00006569421,0.0008059444,0.00002508292,0.001332502],"genre_scores_gemma":[0.9934999,0.001795803,0.001470139,0.0001383775,0.0000326782,0.00007840349,0.0007108352,0.000007934301,0.002266015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002659803,"threshold_uncertainty_score":0.005349338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02508703789335392,"score_gpt":0.3282768224575289,"score_spread":0.303189784564175,"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."}}