{"id":"W2766239604","doi":"10.1016/j.bbadis.2017.10.020","title":"Raman spectroscopy predicts the link between claw keratin and bone collagen structure in a rodent model of oestrogen deficiency","year":2017,"lang":"en","type":"article","venue":"Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; Institute of Infection and Immunity","funders":"Medical Research Council","keywords":"Keratin; Osteoporosis; Bone mineral; Internal medicine; Pathology; Endocrinology; Medicine; 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":[0.0002684946,0.0003159944,0.0003999863,0.00008671208,0.000195988,0.00007318732,0.000853751,0.000224673,0.000005055168],"category_scores_gemma":[0.000226341,0.0002519541,0.0002273842,0.000108254,0.0008015833,0.00001277586,0.0005918121,0.0001753017,8.256966e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001587346,"about_ca_system_score_gemma":0.0003315161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004385079,"about_ca_topic_score_gemma":0.00001805411,"domain_scores_codex":[0.9979435,0.0002228055,0.0004195158,0.0006471718,0.0003546846,0.0004122768],"domain_scores_gemma":[0.9979028,0.00002543107,0.0003491105,0.001375346,0.0001150866,0.0002322448],"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":[0.000356175,0.0001108316,0.002250966,0.00007843101,0.0000960588,0.0000105901,0.00006173041,0.00005260787,0.9964637,0.00020445,0.00004788738,0.0002666406],"study_design_scores_gemma":[0.0008866405,0.0003092681,0.03377753,0.00004540987,0.0001312785,0.000002301598,0.00002790999,0.0006241017,0.9633047,0.0006387664,0.00001475894,0.0002373176],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955558,0.0009153835,0.0001637454,0.002033057,0.00002862333,0.0005796036,0.0005954806,0.000007294588,0.0001209729],"genre_scores_gemma":[0.9984288,0.0003817871,0.0005854235,0.00009222129,0.0001288708,0.00003017855,0.0002895403,0.00003823779,0.00002491775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03315892,"threshold_uncertainty_score":0.9999933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274088329563429,"score_gpt":0.2752792259261438,"score_spread":0.2625383426305095,"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."}}