{"id":"W4311690253","doi":"10.32920/21740756","title":"Harmonizing HeLa cell cytoskeleton behavior by multi-Ti oxide phased nanostructure synthesized through ultrashort pulsed laser","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Laser-Ablation Synthesis of Nanoparticles","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanostructure; HeLa; Biomaterial; Materials science; Nanotechnology; Biophysics; Cell; Cell adhesion; Cancer cell; Adhesion; Chemistry; Medicine; Cancer; Biology; Biochemistry; Internal medicine; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005978972,0.0001727942,0.00008691861,0.0000905291,0.0000989039,0.0001762727,0.00013241,0.0002093193,0.0004010448],"category_scores_gemma":[0.00008154926,0.0001344381,0.0001180101,0.00007200836,0.0001406674,0.0001127163,0.0001067118,0.0001708242,0.0001322933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002542233,"about_ca_system_score_gemma":0.000122877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004960941,"about_ca_topic_score_gemma":0.001390284,"domain_scores_codex":[0.9999532,0.000002838188,0.000002741372,0.00001407927,0.00001700954,0.00001017336],"domain_scores_gemma":[0.9999599,0.000007286905,0.00001428038,0.000005184535,0.00000804123,0.000005331884],"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":[0.000003920267,0.000001674711,0.0000155006,0.000005007418,3.942904e-7,0.000006134433,0.000004711945,0.00004450584,0.9996965,0.00002342887,0.000006321011,0.0001918768],"study_design_scores_gemma":[0.000002782897,0.00002396168,0.0003150469,9.064034e-7,0.000002003776,0.00001590203,0.000005468351,0.0008860736,0.9981962,0.00001171374,0.0005383347,0.000001568708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991334,0.0003496023,0.005737912,0.00005119435,0.00002827676,0.00001699547,0.0001026685,0.00007231432,0.002307056],"genre_scores_gemma":[0.9890134,0.0003029765,0.008574389,0.00002863463,0.000006345056,0.00003077185,0.00009230229,0.00004192789,0.001909287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004960941,"threshold_uncertainty_score":0.001844585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200921145279775,"score_gpt":0.2493058908180882,"score_spread":0.2172966793652904,"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."}}