{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514669,0.000452062,0.0001803677,0.0006697298,0.0001777341,0.0002664921,0.0004510782,0.0005951242,0.0009405199],"category_scores_gemma":[0.0003690226,0.0004130341,0.0002370869,0.0001762292,0.000398416,0.0002664743,0.0001516976,0.0005566977,0.0001420331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606724,"about_ca_system_score_gemma":0.0002260062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644125,"about_ca_topic_score_gemma":0.002423318,"domain_scores_codex":[0.9999139,0.00001812084,0.000004057629,0.00001927131,0.00003063112,0.00001394673],"domain_scores_gemma":[0.9997272,0.00007134111,0.0001022916,0.00003817675,0.00002152714,0.00003940864],"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":[0.0005408778,0.00008723768,0.004887139,0.00003007938,0.00002166272,0.0001503137,0.00001588739,0.00195896,0.9895382,0.0006575204,0.0000516026,0.002060461],"study_design_scores_gemma":[0.00009705061,0.001389715,0.06420004,0.00002436407,0.0001613895,0.002366655,0.0001349858,0.03966117,0.8883837,0.002204987,0.001343129,0.0000329159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960402,0.0002245694,0.003217329,0.00007844805,0.000005595808,0.000004350512,0.00008529402,0.00003910594,0.0003050599],"genre_scores_gemma":[0.9973438,0.0002365829,0.00156388,0.00001902364,0.000001968348,0.000006640659,0.00009528398,0.00001035588,0.0007223792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001644125,"threshold_uncertainty_score":0.003269136,"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."}}