{"id":"W1142739931","doi":"","title":"Administration Technique And Compliance In Topical Drug Therapy Of Glaucoma","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Medicine; Compliance (psychology); Glaucoma; Drug; Drug administration; Administration (probate law); Pharmacology; Ophthalmology; Psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003143165,0.0001065483,0.0002153698,0.000127726,0.00007002889,0.000008225592,0.0001104529,0.0000655839,0.0000212353],"category_scores_gemma":[0.0001012992,0.0000857208,0.00002362715,0.0005214433,0.003781337,0.00009702791,0.00003856621,0.0001518376,0.000002142304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000304228,"about_ca_system_score_gemma":0.0002141425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003016074,"about_ca_topic_score_gemma":0.00001590683,"domain_scores_codex":[0.9989838,0.00007095212,0.0002372546,0.000296534,0.0001992754,0.0002122085],"domain_scores_gemma":[0.9995648,0.00006512827,0.0000852972,0.00010417,0.00009185507,0.00008872265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000427879,0.0001106909,0.5416942,0.00001018826,0.000001081067,0.00005842643,0.00007678859,3.660826e-8,0.4572706,0.0005862333,0.000005670262,0.0001433539],"study_design_scores_gemma":[0.0002868817,0.0005838553,0.6801473,0.00006062186,0.000001691491,0.0003057807,0.0000697114,0.00007854938,0.3122104,0.006183052,0.00001554303,0.00005650735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957604,0.0001615098,0.000006425299,0.001020743,0.00003425155,0.0003853695,8.947185e-7,0.00001225968,0.002618082],"genre_scores_gemma":[0.9978113,0.000007757501,0.001933864,0.0001030029,0.00001682402,0.00002941104,0.00000291085,0.00000450551,0.00009045019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450601,"threshold_uncertainty_score":0.9989298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582147600208529,"score_gpt":0.3508709380487033,"score_spread":0.315049462046618,"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."}}