{"id":"W4402392080","doi":"10.58931/cpct.2024.2231","title":"Management and Treatment of Red Eyes in Primary Care","year":2024,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Primary care; Optometry; Primary (astronomy); Medicine; Family medicine; Astronomy; Physics","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":[0.0005787111,0.0003463705,0.0005419158,0.001237181,0.002949993,0.001284547,0.0005961214,0.001343363,0.00435245],"category_scores_gemma":[0.003193007,0.000215612,0.0004621399,0.000810585,0.0005728544,0.0005943184,0.0009927162,0.001759157,0.0008315246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003442758,"about_ca_system_score_gemma":0.004762467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06074591,"about_ca_topic_score_gemma":0.1201294,"domain_scores_codex":[0.9987613,0.0002082272,0.0001020062,0.00008579417,0.0004666784,0.0003759341],"domain_scores_gemma":[0.9984101,0.0001667943,0.0003059353,0.0000334164,0.000479154,0.0006046489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003536944,0.001552049,0.2284001,0.002928319,0.000215142,0.09939735,0.003999912,0.0009729199,0.004929299,0.002623638,0.2104422,0.4441854],"study_design_scores_gemma":[0.0002913634,0.001402528,0.5620126,0.01129605,0.0002178791,0.210867,0.01071981,0.001951642,0.00173819,0.006566186,0.1927087,0.0002279696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3052647,0.2854909,0.009171363,0.1372323,0.003268481,0.001130755,0.001068229,0.0006227496,0.2567506],"genre_scores_gemma":[0.8605112,0.09225206,0.01009483,0.0214508,0.003828672,0.0001866269,0.000864413,0.00006605971,0.0107455],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06074591,"threshold_uncertainty_score":0.1207846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007008164150625491,"score_gpt":0.2271485550580279,"score_spread":0.2201403909074024,"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."}}