{"id":"W3137602761","doi":"10.1097/opx.0000000000001664","title":"American Academy of Optometry Microbial Keratitis Think Tank","year":2021,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"North Toronto Eye Care","funders":"Alcon Research Institute; National Eye Institute; Allergan; CooperVision; Aerie Pharmaceuticals","keywords":"Contact lens; Keratitis; Acanthamoeba keratitis; Eye care; Medicine; Microbiome; Orthokeratology; Corneal disease; Optometry; Cornea; Ophthalmology; Biology; Bioinformatics","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":[0.0005132129,0.0001000744,0.0001539318,0.0001816843,0.0002096766,0.0000867738,0.0003112175,0.00007288454,0.00004316773],"category_scores_gemma":[0.0002695108,0.00008680711,0.00004920171,0.001681838,0.001155205,0.00002030978,0.0004494149,0.0001335654,0.000006634113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009355889,"about_ca_system_score_gemma":0.0001320361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005122756,"about_ca_topic_score_gemma":2.033295e-7,"domain_scores_codex":[0.9986369,0.00005171909,0.0001706397,0.0004872118,0.000372746,0.0002807545],"domain_scores_gemma":[0.9993786,0.00003201464,0.00007493848,0.000205982,0.0001540964,0.0001544176],"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":[0.00001768374,0.00005401103,0.01984535,0.00001728146,0.000006858265,0.000003004408,0.00003401379,0.000001807836,0.9714931,0.00004979414,0.0007362626,0.007740784],"study_design_scores_gemma":[0.0002770193,0.000176343,0.06482608,0.00002297619,0.000003649069,0.00002980194,0.0001756098,0.00006610157,0.9272153,0.00001021468,0.00706768,0.0001291658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968985,0.0005744398,0.0005317683,0.0007957032,0.00008869961,0.00005809829,0.00001597125,0.000005091688,0.001031759],"genre_scores_gemma":[0.9957256,0.0008548975,0.002367974,0.0003925512,0.0000973948,0.000001465277,0.000007792723,0.000006597078,0.0005457599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04498073,"threshold_uncertainty_score":0.4256401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306991718630258,"score_gpt":0.4294175164116671,"score_spread":0.4163475992253645,"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."}}