{"id":"W4391040666","doi":"10.15353/cjo.v47i3.4440","title":"Recommendations for Preventing Possible Transmission of Al OS from Tears","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tears; Transmission (telecommunications); Medicine; Computer science; Surgery; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001176119,0.0003763613,0.001149278,0.003262346,0.0007111043,0.000114707,0.0007775544,0.0004272925,0.002744849],"category_scores_gemma":[0.0006549363,0.0003464037,0.0008265221,0.001592422,0.0003714161,0.0004319794,0.00002617096,0.001147872,0.00001875172],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005169287,"about_ca_system_score_gemma":0.006778052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004033838,"about_ca_topic_score_gemma":0.002457993,"domain_scores_codex":[0.9964311,0.0003045418,0.001790185,0.0002910034,0.00018609,0.000997136],"domain_scores_gemma":[0.9947706,0.0005275435,0.001531561,0.0002821587,0.001741749,0.001146337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001936685,0.0001483289,0.8075389,0.0001540581,0.003124031,0.0005441562,0.002314257,0.0001004753,0.06108813,0.00001625186,0.1070323,0.01774537],"study_design_scores_gemma":[0.008290909,0.00115043,0.5041279,0.002539348,0.001246448,0.003673568,0.008689823,0.00001710718,0.09630793,0.00007481758,0.372769,0.00111276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530612,0.03349713,0.002091181,0.005769634,0.003794318,0.000191338,0.0009318223,0.000004870395,0.000658525],"genre_scores_gemma":[0.9906843,0.0006606664,0.006273678,0.0003942114,0.0002747255,0.000002171329,0.00005617535,0.00005602939,0.001598001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3034111,"threshold_uncertainty_score":0.9998988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918519992322158,"score_gpt":0.2996183001059587,"score_spread":0.2804331001827371,"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."}}