{"id":"W1174653012","doi":"","title":"Photodimerization of Coumarin-Modified Silicones for Ophthalmic Drug Delivery","year":2010,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Coumarin; Drug delivery; Drug; Medicine; Chemistry; Pharmacology; Organic chemistry","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":[0.00115283,0.0002353061,0.0004895866,0.0003366419,0.0003546143,0.00002039927,0.0004309877,0.0001120463,0.0001067309],"category_scores_gemma":[0.001825281,0.0002000201,0.000104332,0.0008982924,0.008645452,0.0002688146,0.0002047464,0.000360795,0.000009840863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008629501,"about_ca_system_score_gemma":0.0009785995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003087873,"about_ca_topic_score_gemma":0.00001343859,"domain_scores_codex":[0.9977369,0.00007890724,0.0003933482,0.0006241857,0.0005423959,0.0006242779],"domain_scores_gemma":[0.9977096,0.0005094486,0.0002330043,0.0003455845,0.0008586638,0.0003436725],"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":[0.0002587985,0.000200743,0.01601542,0.00006047493,0.00005193764,0.00002981912,0.0007735841,0.000005126507,0.9819999,0.0002129268,0.00002236488,0.0003688892],"study_design_scores_gemma":[0.0009487004,0.0008938713,0.09424613,0.00004470537,0.00003055237,0.0002311511,0.0002384577,0.002279188,0.8974426,0.00345675,0.00002033988,0.0001675839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967883,0.00005303232,0.000005362717,0.0003723077,0.0003567136,0.001154948,0.00003475991,0.00004060051,0.00119399],"genre_scores_gemma":[0.9973012,0.00001017317,0.001946432,0.0001339571,0.00006513466,0.0001762994,0.00001905774,0.00002166589,0.000326048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08455735,"threshold_uncertainty_score":0.9940525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029517537543525,"score_gpt":0.375104758417299,"score_spread":0.3348095830418637,"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."}}