{"id":"W4285008265","doi":"10.3389/fendo.2022.900356","title":"Finite Element Analysis of Osteoporotic and Osteoblastic Vertebrae and Its Association With the Proton Density Fat Fraction From Chemical Shift Encoding-Based Water-Fat MRI – A Preliminary Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Endocrinology","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Osteoporosis; Medicine; Internal medicine; Endocrinology; 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":[0.0004267046,0.0002717988,0.0003608968,0.001045184,0.0001832488,0.0003395607,0.0002331445,0.0005508413,0.001034003],"category_scores_gemma":[0.002181886,0.000203211,0.0003970499,0.0003065384,0.0002590216,0.000168596,0.0002305566,0.0001626633,0.0002682832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333325,"about_ca_system_score_gemma":0.0001953043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001049911,"about_ca_topic_score_gemma":0.001305498,"domain_scores_codex":[0.9997783,0.00005817457,0.00003393286,0.00003125269,0.00007897658,0.00001930024],"domain_scores_gemma":[0.9991347,0.0004346918,0.0001670149,0.00006434137,0.0001501904,0.00004909569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00205158,0.0007523008,0.7689193,0.0003966268,0.0002466393,0.00154752,0.0006582467,0.02416215,0.1366534,0.0005012462,0.000214628,0.0638964],"study_design_scores_gemma":[0.00007654085,0.001471257,0.7218642,0.00009343593,0.0002415938,0.007435955,0.0008663687,0.2420542,0.02390617,0.0007016623,0.00122975,0.00005886931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896741,0.0002783981,0.009605266,0.000027122,0.000004883387,0.00002529862,0.00008526495,0.00002699937,0.0002727906],"genre_scores_gemma":[0.9959446,0.00008288013,0.003608417,0.000006859176,0.000003832447,0.00002036412,0.0001445455,0.0000054054,0.0001831349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001049911,"threshold_uncertainty_score":0.003459036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168299519423784,"score_gpt":0.2667102957884994,"score_spread":0.2550273005942615,"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."}}