{"id":"W1554829804","doi":"","title":"Characterization of a Novel Polymeric Artificial Tear Delivery System","year":2008,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Characterization (materials science); Artificial tears; Delivery system; Polymer science; Materials science; Nanotechnology; Biomedical engineering; Ophthalmology; Medicine","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":[0.0002657657,0.0001840246,0.0001493959,0.000238933,0.0001901171,0.0003200663,0.000178987,0.0002695617,0.0008596919],"category_scores_gemma":[0.000487876,0.0001144119,0.0001671182,0.0001140113,0.000154457,0.0002971689,0.0001248437,0.0002014424,0.0002270589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002242367,"about_ca_system_score_gemma":0.0002011917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006473199,"about_ca_topic_score_gemma":0.0004756706,"domain_scores_codex":[0.9998237,0.00003091766,0.00001645097,0.00003562928,0.00006728149,0.00002607439],"domain_scores_gemma":[0.9997683,0.0000663313,0.00005117416,0.00001728876,0.00007254604,0.00002437894],"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":[0.00005128091,0.00001392165,0.00007530189,0.00002859626,0.000003325823,0.00003657008,0.00001741737,0.00009435313,0.9976186,0.00003298322,0.00002066799,0.002007061],"study_design_scores_gemma":[0.000007102861,0.0002825714,0.0007061957,0.000003276504,0.00001244471,0.0001017149,0.00001297771,0.001125363,0.9964321,0.000008614436,0.001303613,0.000003992396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982004,0.001067569,0.01517015,0.0001140445,0.00003991297,0.0001000233,0.0001292267,0.00009988245,0.00127532],"genre_scores_gemma":[0.9842137,0.0004386127,0.01136301,0.00006308482,0.00001004274,0.00005991161,0.0001589982,0.00002811977,0.003664432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008596919,"threshold_uncertainty_score":0.002875924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169718599028065,"score_gpt":0.308239886203541,"score_spread":0.2565427002132603,"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."}}