{"id":"W1995143341","doi":"10.1016/j.jocd.2014.04.073","title":"Detection of Incomplete Non-Displaced Atypical Femur Fractures by Densitometer","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Densitometry","topic":"Bone health and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Bone mineral; Osteoporosis; Internal medicine; Dual-energy X-ray absorptiometry; Hip fracture; Bone Density Conservation Agents; Surgery","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":[0.001550968,0.0001867384,0.001277953,0.0003672055,0.00005575551,0.00001263371,0.0001108647,0.0003774359,0.00004537494],"category_scores_gemma":[0.002940234,0.0001310885,0.0005632637,0.000387847,0.0001233443,0.00009677401,0.00004060394,0.0009017891,0.0000451327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004953175,"about_ca_system_score_gemma":0.0001258544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001446986,"about_ca_topic_score_gemma":0.00000534969,"domain_scores_codex":[0.9966207,0.0002558654,0.001951215,0.0002098522,0.0006834563,0.0002789041],"domain_scores_gemma":[0.9958755,0.001449153,0.001202942,0.0002975593,0.0005309202,0.0006439715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01113953,0.001380393,0.872624,0.0002125176,0.0006862654,0.0001947885,0.00003083449,0.000002720612,0.01994846,0.000004404401,0.01049693,0.08327914],"study_design_scores_gemma":[0.006330997,0.003478889,0.9714065,0.0001798854,0.0003707471,0.0006088222,0.00001141241,0.0002665592,0.01053732,0.0001017766,0.006597637,0.0001094188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934483,0.0002314466,0.003872592,0.000673588,0.001349711,0.0001494388,0.000003656744,0.00001168067,0.0002595666],"genre_scores_gemma":[0.9949156,0.00006810375,0.002606381,0.001452912,0.0007791425,9.568786e-7,0.000003599657,0.00002517051,0.0001481513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09878252,"threshold_uncertainty_score":0.5345632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195223857672937,"score_gpt":0.4162823220566073,"score_spread":0.3843300834798779,"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."}}