{"id":"W2072692855","doi":"10.1016/j.bbadis.2012.11.022","title":"Molecular assembly and mechanical properties of the extracellular matrix: A fibrous protein perspective","year":2012,"lang":"en","type":"review","venue":"Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":378,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Elastin; Extracellular matrix; Matrix (chemical analysis); Function (biology); Ultimate tensile strength; Materials science; Biophysics; Nanotechnology; Composite material; Chemistry; Cell biology; Biology; Biochemistry; Pathology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003700487,0.000899402,0.001438941,0.0002157586,0.0001123679,0.0000596706,0.001204202,0.0005012281,0.00001071795],"category_scores_gemma":[0.0006090027,0.0006855593,0.001505428,0.0005291033,0.0006646154,0.00001895198,0.001310203,0.0004896761,0.000005836464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007788293,"about_ca_system_score_gemma":0.0009872696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006073345,"about_ca_topic_score_gemma":0.000003649354,"domain_scores_codex":[0.9952793,0.001205762,0.000812622,0.001211064,0.0008213661,0.0006698939],"domain_scores_gemma":[0.9965183,0.00003780341,0.0007680515,0.001813451,0.0004524792,0.0004099368],"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":[0.0002650149,0.0006825104,4.20975e-7,0.00707719,0.0009562052,0.00001191238,0.00005787016,9.8242e-7,0.9835119,0.001757177,0.00002008109,0.005658724],"study_design_scores_gemma":[0.0005244372,0.0003648178,0.00002129163,0.003113262,0.001953056,0.00001029999,0.0001098223,0.00001072514,0.9862986,0.0001534584,0.006588623,0.0008516202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3700674,0.6271722,0.00005255681,0.0002691557,0.00003577244,0.002099805,0.0002545499,0.00001413868,0.00003441644],"genre_scores_gemma":[0.7339573,0.2650077,0.0001495024,0.00002360855,0.00006774741,0.0003884108,0.0001198866,0.0001785453,0.0001072807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3638898,"threshold_uncertainty_score":0.9995596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794993778355012,"score_gpt":0.3106512807770384,"score_spread":0.2827013429934883,"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."}}