{"id":"W2158383897","doi":"10.1557/proc-845-aa1.3","title":"Helical Rosette Nanotubes as a Potentially More Effective Orthopaedic Implant Material","year":2004,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"Purdue Research Foundation; National Science Foundation","keywords":"Materials science; Titanium; Rosette (schizont appearance); Nanobiotechnology; Adhesion; Nanotechnology; Biomedical engineering; Nanometre; Osteoblast; Bone tissue; Surface roughness; Osseointegration; Implant; Composite material; In vitro; Nanoparticle; Metallurgy; Chemistry","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":[0.0002466262,0.0001912297,0.0002265963,0.0001769769,0.000245438,0.0005108587,0.0003320274,0.0007684075,0.002196671],"category_scores_gemma":[0.0002443393,0.0001893347,0.0001376259,0.0001168721,0.0001845398,0.0005237889,0.0002659669,0.0002689453,0.001061735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001178158,"about_ca_system_score_gemma":0.0001215592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009129851,"about_ca_topic_score_gemma":0.0003023403,"domain_scores_codex":[0.9998788,0.00004100661,0.000008781248,0.00002047217,0.00003261261,0.00001829937],"domain_scores_gemma":[0.9998623,0.00004484249,0.00002920189,0.00001897759,0.00002478129,0.00001982758],"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":[0.0001070407,0.00004152235,0.0001519056,0.0001158966,0.000007307348,0.00009749294,0.00003618751,0.0007221355,0.9886142,0.002967818,0.0004475109,0.00669102],"study_design_scores_gemma":[0.000027975,0.0004935659,0.0008848638,0.00002555052,0.00002520315,0.000361433,0.00006918196,0.00351557,0.9706867,0.0006470024,0.02323972,0.00002313567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365959,0.005579566,0.03419676,0.00084237,0.0005805572,0.00009064985,0.0002405341,0.0004235307,0.0214502],"genre_scores_gemma":[0.9455777,0.001731429,0.03745494,0.0003114218,0.00009178417,0.0000901669,0.0002086526,0.00009142259,0.01444252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002196671,"threshold_uncertainty_score":0.007348597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003435402331566586,"score_gpt":0.199294503366139,"score_spread":0.1958591010345725,"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."}}