{"id":"W4235669106","doi":"10.32920/ryerson.14655969","title":"Hybridizing nickel platform using ultra-short pulsed laser: a new paradigm towards biomedical sensing and theranostics","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Laser-Ablation Synthesis of Nanoparticles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"HeLa; Biosensor; Nanotechnology; Biomolecule; Cancer cell; Chemistry; Biophysics; Fluorescence; Biocompatibility; Fibroblast; Quantum dot; Materials science; Cell; Cancer; Biochemistry; In vitro; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002858634,0.0005038547,0.0006659611,0.0001987532,0.0001044028,0.0004381306,0.0001999181,0.0004235063,0.0001336364],"category_scores_gemma":[0.0001934687,0.0004975702,0.0001575618,0.0002024166,0.00009575564,0.0002356458,0.000212576,0.0005602014,0.00001109417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094602,"about_ca_system_score_gemma":0.0003255776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003951577,"about_ca_topic_score_gemma":0.00008822836,"domain_scores_codex":[0.9976835,0.00003955635,0.0006808626,0.0005541553,0.0005021822,0.000539774],"domain_scores_gemma":[0.9986421,0.0002784642,0.00006855221,0.0005466548,0.00005771835,0.0004064895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000539955,0.0001547343,0.001098055,0.001147489,0.001446692,0.0005574083,0.002228802,0.1519349,0.5937732,0.00007202031,0.001760878,0.2457718],"study_design_scores_gemma":[0.0004400505,0.00001524894,0.0005526681,0.0006096918,0.0002308763,0.0001680124,0.0002786017,0.5235209,0.4717256,0.0004327917,0.001144234,0.0008813121],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063903,0.0007183917,0.09029334,0.0002587671,0.0006822983,0.0002987261,0.00002729379,0.0005691332,0.0007617432],"genre_scores_gemma":[0.9711491,0.0003709114,0.02779697,0.00009578194,0.0003459864,0.000002777912,0.00006739356,0.0001202715,0.00005076689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.371586,"threshold_uncertainty_score":0.9997476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04483221179012861,"score_gpt":0.2596047965915065,"score_spread":0.2147725848013779,"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."}}