{"id":"W1146477264","doi":"","title":"Protein Delivery and in vitro Testing of Photoresponsive Hydrogels","year":2010,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Self-healing hydrogels; In vitro; Chemistry; Biophysics; Cell biology; Biochemistry; Polymer chemistry; Biology","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":[0.0008113907,0.0006017336,0.0002253158,0.0002571648,0.0002089277,0.000239448,0.0003303347,0.0004617599,0.0007925096],"category_scores_gemma":[0.0005612829,0.0002331912,0.0003712483,0.0003598361,0.0002940099,0.0004242639,0.0002384114,0.0004133001,0.0001729084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003537287,"about_ca_system_score_gemma":0.0002094165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009765592,"about_ca_topic_score_gemma":0.001168825,"domain_scores_codex":[0.9995856,0.00007470288,0.0000534739,0.0001005908,0.00009760622,0.00008808028],"domain_scores_gemma":[0.9994356,0.0002458432,0.0001124254,0.00005730622,0.00009426707,0.00005457315],"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":[0.00004125749,0.00003952987,0.00004498808,0.00002772402,0.000002827669,0.00002433465,0.00002975641,0.0001299005,0.9993293,0.00003022789,0.000008481418,0.000291675],"study_design_scores_gemma":[0.000003917182,0.0001579027,0.0002336921,0.000002040593,0.000005753231,0.00001749319,0.000007158953,0.0003006801,0.9991176,0.000008700784,0.0001431074,0.000002000812],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908171,0.0008128809,0.006689622,0.00004530639,0.00003628904,0.0001085157,0.0002888722,0.00005409475,0.001147489],"genre_scores_gemma":[0.985624,0.001009093,0.01023016,0.00005598866,0.00002135203,0.0001817881,0.0003686919,0.00006237868,0.002446617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009765592,"threshold_uncertainty_score":0.004291117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140742072229225,"score_gpt":0.2970073940075701,"score_spread":0.2655999732852778,"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."}}