{"id":"W4400455331","doi":"10.1021/acsami.4c07282","title":"Bottlebrush Polymers for Articular Joint Lubrication: Influence of Anchoring Group Chemistry on Lubrication Properties","year":2024,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Fonds de recherche du Québec; Division of Materials Research; Narodowe Centrum Nauki; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Lubrication; Polymer; Materials science; Anchoring; Lubricant; Epoxide; Cartilage; Mica; Polymer chemistry; Chemical engineering; Composite material; Chemistry; Organic chemistry; Catalysis","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":[0.0003134153,0.0005704127,0.0002852225,0.0002635593,0.0001162685,0.0002763272,0.0002213248,0.0003577812,0.001900246],"category_scores_gemma":[0.0005166851,0.0001927655,0.0002034227,0.0002275399,0.000201623,0.0004082048,0.0001730859,0.0003499081,0.0003121679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372818,"about_ca_system_score_gemma":0.00009603334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002630439,"about_ca_topic_score_gemma":0.0003993031,"domain_scores_codex":[0.999835,0.00002755628,0.00001204518,0.0000467763,0.00005095297,0.00002773969],"domain_scores_gemma":[0.9996355,0.0001743819,0.00008773892,0.00002992989,0.00003980493,0.0000327602],"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":[0.00004471372,0.00000486899,0.00006279182,0.00003410496,0.000002318124,0.00001345138,0.00001055109,0.00002043322,0.9985859,0.00001030314,0.00001211159,0.001198379],"study_design_scores_gemma":[0.000001877742,0.0001130251,0.001615103,0.000002995948,0.000006543603,0.00005087881,0.00000764892,0.000251674,0.9974138,0.000007211919,0.0005255056,0.000003644364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979486,0.004176352,0.01429908,0.00008921245,0.00002908378,0.00004457933,0.0002674183,0.0002151248,0.001393071],"genre_scores_gemma":[0.9696516,0.002439167,0.02355858,0.00005440662,0.00001577349,0.00009505321,0.0004723433,0.000139171,0.003573969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001900246,"threshold_uncertainty_score":0.006357014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902696209553903,"score_gpt":0.242888484861227,"score_spread":0.223861522765688,"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."}}