{"id":"W2974639688","doi":"10.3390/coatings9090586","title":"High Intensity Laser Induced Reverse Transfer: Solution for Enhancement of Biocompatibility of Transparent Biomaterials","year":2019,"lang":"en","type":"article","venue":"Coatings","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biocompatibility; Simulated body fluid; Materials science; Bioactive glass; Biomedical engineering; Coating; Adhesion; Laser; Titanium; Biocompatible material; Surface modification; Nanotechnology; Composite material; Scanning electron microscope; Chemical engineering; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003120831,0.0001465067,0.000480084,0.00005712669,0.00001106401,0.000005720759,0.0001010751,0.00008315338,0.0001218543],"category_scores_gemma":[0.00002392264,0.0001519929,0.00006987123,0.00007917605,0.00002232337,0.00007106094,0.00001138699,0.00002635292,0.000009299672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004780325,"about_ca_system_score_gemma":0.000009285214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001142304,"about_ca_topic_score_gemma":0.000005687325,"domain_scores_codex":[0.9990082,0.00001480363,0.0005311266,0.0001571847,0.0001151287,0.0001735686],"domain_scores_gemma":[0.9995353,0.0000402824,0.00005734664,0.000243895,0.00009059467,0.00003257182],"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":[0.00006478935,0.00003341459,0.00006593361,0.001239439,0.00002711136,9.045097e-8,0.0004526578,0.0009062291,0.9965159,0.00004423148,0.00008267263,0.0005675124],"study_design_scores_gemma":[0.0006345211,0.0001612484,0.0009879898,0.0001525766,0.00002714901,3.672516e-7,0.00001819596,0.001084285,0.9966796,0.00004068355,0.00007539615,0.0001379718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761278,0.00001486993,0.02189167,0.00002010182,0.001005941,0.0006991836,0.0001195476,0.0001052119,0.0000156852],"genre_scores_gemma":[0.9964219,0.000004884736,0.003421189,0.000004713274,0.00002899597,0.00003677159,0.00004334378,0.00002642879,0.00001172375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02029417,"threshold_uncertainty_score":0.6198092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602662820844269,"score_gpt":0.2348541514690323,"score_spread":0.2088275232605896,"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."}}