{"id":"W2894888791","doi":"10.1097/opx.0000000000001288","title":"Shelf Life and Efficacy of Diagnostic Eye Drops","year":2018,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Tropicamide; Medicine; Cyclopentolate; Eye drop; Anesthesia; Topical anesthetic; Ophthalmology; Anesthetic","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":[0.0008492307,0.0002882413,0.0002850879,0.0003655789,0.0002592405,0.0005981537,0.0002563337,0.0004142318,0.002872193],"category_scores_gemma":[0.002847002,0.0000995178,0.0003963843,0.0003142462,0.0002246666,0.000478739,0.0002882229,0.0003397491,0.000557018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000336702,"about_ca_system_score_gemma":0.0003394993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006932773,"about_ca_topic_score_gemma":0.0003135614,"domain_scores_codex":[0.9992245,0.0001725622,0.0001157806,0.00008047621,0.0003496101,0.0000570756],"domain_scores_gemma":[0.9974397,0.0006682345,0.000595269,0.0001577457,0.0009360704,0.0002030094],"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":[0.01370031,0.001026913,0.08236121,0.001042824,0.0002235199,0.0004938202,0.0008537414,0.0006428462,0.7352048,0.0002662589,0.000798977,0.1633849],"study_design_scores_gemma":[0.0002705742,0.05763051,0.2770769,0.0002749524,0.0007804355,0.002621883,0.0009056643,0.002378805,0.6428726,0.0001973377,0.01491609,0.00007419215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868973,0.01052154,0.0005967073,0.0001040352,0.00005296745,0.00005314652,0.0002532069,0.00001346858,0.001507785],"genre_scores_gemma":[0.9971219,0.001209314,0.0005418434,0.00005669509,0.00002864413,0.00002615974,0.0003414925,0.000006407095,0.0006676019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002872193,"threshold_uncertainty_score":0.009608448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121817895102628,"score_gpt":0.4185336092783573,"score_spread":0.4063518197680945,"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."}}