{"id":"W3213748970","doi":"","title":"Functional modification of Collagen like peptides for cellular specificity and function","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Function (biology); Chemistry; Posttranslational modification; Cell biology; Computational biology; Biophysics; Biochemistry; Biology; Enzyme","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":[0.0003120129,0.0003185612,0.0001034007,0.000133234,0.0001449113,0.0001829539,0.0001494684,0.0002962436,0.001261138],"category_scores_gemma":[0.0003031754,0.0001207242,0.0001831207,0.0001253581,0.0001809092,0.0001623712,0.0001283931,0.0003284173,0.0002783031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000129607,"about_ca_system_score_gemma":0.0001357145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003216364,"about_ca_topic_score_gemma":0.0004296553,"domain_scores_codex":[0.9998413,0.00004332048,0.00001249835,0.00002732548,0.00002685375,0.00004864414],"domain_scores_gemma":[0.9997545,0.00008152678,0.00004661979,0.0000331622,0.00004334482,0.00004080818],"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":[0.00004868897,0.000005751472,0.00003510924,0.000009475983,9.817721e-7,0.00001593015,0.000004931915,0.00002618882,0.9993694,0.00002152566,0.000006643506,0.0004553216],"study_design_scores_gemma":[0.000004958817,0.00009075061,0.0007438396,0.000002334436,0.000003836352,0.00008216842,0.000005880738,0.0001621717,0.9980552,0.00001224531,0.0008345224,0.000002093293],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856866,0.0007739985,0.01120264,0.00008745832,0.00003499823,0.00007406652,0.000259465,0.00003393698,0.001846824],"genre_scores_gemma":[0.9871926,0.0005226754,0.009586277,0.0001243384,0.00001246427,0.00004977881,0.0005201703,0.00002778241,0.001963907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001261138,"threshold_uncertainty_score":0.004218936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0532572767833671,"score_gpt":0.30408193155885,"score_spread":0.2508246547754829,"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."}}