{"id":"W2322724941","doi":"10.1021/mz200121k","title":"Injectable, Degradable Thermoresponsive Poly(<i>N</i>-isopropylacrylamide) Hydrogels","year":2012,"lang":"en","type":"article","venue":"ACS Macro Letters","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Self-healing hydrogels; Poly(N-isopropylacrylamide); Covalent bond; Polymer; Polymer chemistry; Hydrazide; Swelling; Materials science; Copolymer; Chemical engineering; Chemistry; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003680634,0.0003283344,0.0002383835,0.00008392054,0.0002316229,0.00005206095,0.0004913527,0.0001856665,0.00008405529],"category_scores_gemma":[0.0001419021,0.0002987526,0.0001371079,0.0002161407,0.0002151804,0.00002561764,0.0002316556,0.0001752677,0.0003185468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005474127,"about_ca_system_score_gemma":0.00007088795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001959136,"about_ca_topic_score_gemma":0.00001977562,"domain_scores_codex":[0.9979656,0.0001547463,0.0003178526,0.0004793247,0.0002390407,0.0008434805],"domain_scores_gemma":[0.9986421,0.00003625796,0.0001370679,0.0009109352,0.0000603294,0.0002132845],"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":[0.00008090546,0.00008891582,0.004284036,0.0000123085,0.0001057512,0.000002983811,0.0001856483,0.0000139943,0.9781932,0.00007704391,0.01067702,0.006278235],"study_design_scores_gemma":[0.0002723865,0.00004789152,0.001929294,0.000009679472,0.00004159122,0.0000531634,0.00006820192,0.000009908676,0.8446029,0.00002923238,0.1525494,0.0003863575],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896902,0.003668461,0.001765966,0.002560481,0.0001729442,0.0004209616,0.00003282797,0.00007305216,0.001615086],"genre_scores_gemma":[0.9881122,0.0001153656,0.001676886,0.007978388,0.0005378451,0.0002361027,0.0000775347,0.00009389984,0.001171761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1418724,"threshold_uncertainty_score":0.9999465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123699709023565,"score_gpt":0.2327821946459074,"score_spread":0.2204122237435509,"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."}}