{"id":"W4220690693","doi":"10.1007/s00198-021-06287-6","title":"Osteoporotic vertebral fracture (OVF): diagnosis requires an informed observer","year":2022,"lang":"en","type":"letter","venue":"Osteoporosis International","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's Health Research Institute; Osteoporosis Canada; University of British Columbia","funders":"","keywords":"Medicine; Rheumatology; Orthopedic surgery; Osteoporosis; Internal medicine; Observer (physics); Physical therapy; Physical medicine and rehabilitation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004186064,0.0006337943,0.001093759,0.0006556329,0.006596924,0.003626301,0.001542884,0.07533812,0.00977226],"category_scores_gemma":[0.03380394,0.0008752776,0.001040321,0.0005744639,0.002877457,0.003688974,0.002395248,0.03770187,0.005017318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003208207,"about_ca_system_score_gemma":0.008522323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100018,"about_ca_topic_score_gemma":0.01920334,"domain_scores_codex":[0.995208,0.001334845,0.0008272217,0.0005128055,0.001071232,0.001045918],"domain_scores_gemma":[0.9846228,0.007926558,0.0009568246,0.0005103624,0.002413932,0.003569483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008413833,0.0001089848,0.003022668,0.00007286519,0.00001202563,0.01311001,0.0005030549,0.00005912226,0.0004099771,0.004777053,0.9668623,0.01097783],"study_design_scores_gemma":[0.000158905,0.0001566333,0.004904382,0.001109557,0.00003461923,0.01509246,0.002820973,0.0006177382,0.0002475623,0.01239313,0.9623456,0.0001183501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009887895,0.0006846819,0.0001149,0.9808726,0.01083087,0.00002465249,0.00003085628,0.00001582112,0.006436852],"genre_scores_gemma":[0.01086275,0.001167176,0.0005082059,0.9481612,0.0246815,0.00006584961,0.00003695431,0.00002445622,0.01449191],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07533812,"threshold_uncertainty_score":0.03269148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633033896182162,"score_gpt":0.3477332206432162,"score_spread":0.3014028816813946,"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."}}