{"id":"W838725009","doi":"","title":"Human Ocular Surface Microbiome Composition Revealed By Next-Generation Sequencing","year":2015,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microbiome; DNA sequencing; Computational biology; Composition (language); Metagenomics; Biology; Genetics; DNA; Gene; Art","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":[0.0001743753,0.0001689879,0.0002648518,0.0005098668,0.0003358092,0.0006924094,0.00009234493,0.0004128648,0.001247039],"category_scores_gemma":[0.0005591308,0.0001214088,0.0003041742,0.0004905622,0.0001860939,0.0001949032,0.0003602336,0.0003017034,0.0003160941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414635,"about_ca_system_score_gemma":0.0002625515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003366406,"about_ca_topic_score_gemma":0.004688594,"domain_scores_codex":[0.9998061,0.00004067523,0.00001080497,0.00005603164,0.00004659259,0.00003972343],"domain_scores_gemma":[0.9998786,0.00003231181,0.00002456034,0.00001488814,0.0000338455,0.00001577969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001327476,0.0001067953,0.4695869,0.0002546822,0.0003427354,0.0007949165,0.0008409831,0.0004807313,0.4465874,0.000420771,0.002400792,0.0768558],"study_design_scores_gemma":[0.00002913073,0.0002707468,0.9421992,0.0001145632,0.0003003563,0.002301069,0.001392717,0.003327012,0.03960176,0.0008294037,0.009594913,0.0000390118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921386,0.002166793,0.001661903,0.0001873166,0.00003049565,0.00002266876,0.002415808,0.00002270372,0.001353778],"genre_scores_gemma":[0.9934055,0.001034773,0.002861812,0.0002600304,0.00002098362,0.00002916996,0.001587005,0.00001547943,0.0007852703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003366406,"threshold_uncertainty_score":0.006693661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1316346765703331,"score_gpt":0.3703854916611802,"score_spread":0.238750815090847,"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."}}