{"id":"W4315797439","doi":"10.3389/fbioe.2022.1057699","title":"Evaluation of cell adhesion and osteoconductivity in bone substitutes modified by polydopamine","year":2023,"lang":"en","type":"review","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Coating; Adhesion; Surface modification; Biocompatible material; Materials science; Nanotechnology; Layer (electronics); Chemistry; Biomedical engineering; Composite material; Engineering","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":[0.0004005586,0.0007377139,0.0008695364,0.001767435,0.0001593633,0.000452801,0.0004446988,0.000640984,0.0008084171],"category_scores_gemma":[0.0002883312,0.0002883072,0.0004976526,0.001116933,0.0002010966,0.0006096198,0.0002791484,0.0006729173,0.0004126118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004016547,"about_ca_system_score_gemma":0.0004242476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000638995,"about_ca_topic_score_gemma":0.001340116,"domain_scores_codex":[0.9998347,0.00002549098,0.00002426122,0.00002688871,0.0000721312,0.00001652159],"domain_scores_gemma":[0.9998733,0.0000493327,0.00002343221,0.000003524064,0.00004290659,0.000007410579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001390953,0.0001992221,0.0004561931,0.06828137,0.0003628745,0.0004425565,0.0001614861,0.0006005152,0.1962594,0.002850906,0.0063435,0.7239029],"study_design_scores_gemma":[0.00004108926,0.001283722,0.005755587,0.006761819,0.001072175,0.003135706,0.0002067344,0.0006036237,0.2169948,0.001133874,0.7629207,0.00009015587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001687014,0.9970506,0.0002585918,0.00004510357,0.00007549437,0.00001307439,0.00001560356,0.000004657582,0.0008498124],"genre_scores_gemma":[0.006522371,0.9913471,0.0007006268,0.0001163676,0.00004161015,0.00002988128,0.00004010311,0.000002698124,0.001199114],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001767435,"threshold_uncertainty_score":0.00291425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05112652004011934,"score_gpt":0.3025480692320903,"score_spread":0.2514215491919709,"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."}}