{"id":"W3137206895","doi":"10.26443/mjm.v19i1.196","title":"Approach to: Red eye","year":2021,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Red eye; Modalities; Referral; Primary care; Eye irritation; Optometry; Irritation; Ophthalmology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003682809,0.0008342412,0.0004230768,0.001004136,0.001718543,0.001755867,0.001161299,0.003981105,0.1346572],"category_scores_gemma":[0.00225063,0.0001826752,0.0005702664,0.0002772089,0.0007103528,0.002245482,0.002698805,0.004525219,0.04910118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131312,"about_ca_system_score_gemma":0.00296321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773996,"about_ca_topic_score_gemma":0.006986033,"domain_scores_codex":[0.9995691,0.00006304203,0.00003470267,0.00007290761,0.0001446896,0.0001155738],"domain_scores_gemma":[0.9992477,0.00006304868,0.00005407434,0.00003750811,0.0002837804,0.0003139779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008469593,0.0002567699,0.002882696,0.000525143,0.00001158066,0.009723169,0.0005275459,0.00009223814,0.001231301,0.006110402,0.7499725,0.228582],"study_design_scores_gemma":[0.00005200525,0.000160511,0.003041368,0.001115034,0.00001606007,0.03072383,0.0009822493,0.0001509781,0.0004577767,0.007647982,0.9556187,0.00003354767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01082428,0.02997452,0.01582305,0.254176,0.03205251,0.00116284,0.0006903138,0.002125146,0.6531714],"genre_scores_gemma":[0.08459505,0.04582378,0.01334249,0.2262893,0.04067498,0.000474984,0.0006206739,0.0004214569,0.5877573],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1346572,"threshold_uncertainty_score":0.4504731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633325576062396,"score_gpt":0.3192863502384038,"score_spread":0.2829530944777798,"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."}}