{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006335462,0.0001954861,0.0002620962,0.0001430982,0.0005127767,0.00007507213,0.0001256643,0.0001099871,0.000041074],"category_scores_gemma":[0.0001068657,0.0001744814,0.00005418142,0.0008603819,0.001825433,0.0004674442,0.00007338903,0.0001710434,0.0001240492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007201011,"about_ca_system_score_gemma":0.000459261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000463986,"about_ca_topic_score_gemma":0.000002489384,"domain_scores_codex":[0.9983298,0.0001714168,0.0002621612,0.0005339327,0.0003424625,0.0003602756],"domain_scores_gemma":[0.9988019,0.00001657619,0.000135301,0.0002263397,0.0003899667,0.0004298708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000006323087,0.0001536327,0.04167144,0.000006599835,0.0000277905,0.0001578079,0.0002698149,0.0000436085,0.9572703,0.00004887934,0.0003281004,0.00001570577],"study_design_scores_gemma":[0.001064412,0.001284747,0.01300286,0.00005673181,0.00006713875,0.001429266,0.000155203,0.001063926,0.9811245,0.0004925901,0.00005091133,0.000207677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976021,0.0001365582,0.00001772644,0.0003148343,0.0002066904,0.0003949009,0.000009821456,0.000055122,0.001262218],"genre_scores_gemma":[0.9964674,0.000001106869,0.00266746,0.0002458825,0.00006718377,0.00001525034,0.0001241448,0.00001479495,0.0003967519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02866858,"threshold_uncertainty_score":0.7115146,"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."}}