{"id":"W2082809681","doi":"10.1007/s11657-014-0171-6","title":"The clinical characteristics of patients with hip fractures in typical locations and atypical femoral fractures","year":2014,"lang":"en","type":"article","venue":"Archives of Osteoporosis","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Osteoporosis; Radiography; Femur; Bone mineral; Hip fracture; Orthopedic surgery; Insufficiency fracture; Femur fracture; Body mass index; Radiology; Surgery; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003907653,0.0001390229,0.0004924224,0.0001123115,0.0001018432,0.00001247901,0.0001451161,0.0001055804,0.00002428945],"category_scores_gemma":[0.001026026,0.00008218946,0.00007843273,0.0001245952,0.0008728358,0.00004142474,0.00008714099,0.000460726,0.000002460958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008524627,"about_ca_system_score_gemma":0.0001453524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004536219,"about_ca_topic_score_gemma":0.0001032631,"domain_scores_codex":[0.9981682,0.0002255224,0.0007066676,0.0002459684,0.0003481167,0.0003055737],"domain_scores_gemma":[0.9969665,0.00205979,0.000232459,0.0003877437,0.0001052783,0.000248197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005145508,0.0003684075,0.8728147,0.0001224945,0.00002114028,7.697017e-7,0.0003118863,4.958725e-7,0.00005220536,0.0002282183,0.0001021175,0.1208321],"study_design_scores_gemma":[0.002203371,0.001405154,0.9935644,0.0001365052,0.00003724758,0.000001698633,0.0001104464,0.0001097906,0.0002796985,0.0003538373,0.001719136,0.00007874952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997062,0.0001569692,0.00007399764,0.001849902,0.00005051758,0.0004599974,0.00002539312,0.000008954153,0.0003122209],"genre_scores_gemma":[0.9973575,0.0002252345,0.001846659,0.0003771273,0.00006746303,0.00001734809,0.00005550777,0.00001726252,0.00003590897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1207533,"threshold_uncertainty_score":0.3351589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685044777462168,"score_gpt":0.3336626031406864,"score_spread":0.3168121553660647,"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."}}