{"id":"W1606640098","doi":"10.1186/1471-2474-6-47","title":"Evaluation of easily measured risk factors in the prediction of osteoporotic fractures","year":2005,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Université Laval; University of Saskatchewan; University of Toronto; McMaster University; McMaster University Medical Centre","funders":"McMaster University","keywords":"Medicine; Sports medicine; Orthopedic surgery; Osteoporotic fracture; Rheumatology; Internal medicine; Osteoporosis; Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006744661,0.00105223,0.0009613635,0.001841217,0.0002771515,0.001154076,0.0007453912,0.0008782365,0.001119709],"category_scores_gemma":[0.03935748,0.000345257,0.0009552517,0.002503876,0.0005428849,0.0006449156,0.0008057549,0.0009961093,0.000206821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002904963,"about_ca_system_score_gemma":0.0007482297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023241,"about_ca_topic_score_gemma":0.002935842,"domain_scores_codex":[0.9935924,0.004301139,0.0006444904,0.0003803634,0.0009115546,0.0001700472],"domain_scores_gemma":[0.9654015,0.02399989,0.007263966,0.0007004671,0.00163761,0.0009965518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004232433,0.00006805387,0.9927254,0.00006025376,0.0002436399,0.00003482009,0.00002260141,0.0002644837,0.00003602328,0.00001891014,0.00006778513,0.006034721],"study_design_scores_gemma":[0.0002301759,0.001880248,0.988929,0.0001829019,0.0007860808,0.0005002556,0.0001194827,0.006050648,0.0002838639,0.000366568,0.0006401798,0.00003063038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983929,0.0107196,0.002443607,0.000503414,0.00006076164,0.0002059433,0.0007888572,0.00003372599,0.001315143],"genre_scores_gemma":[0.9955125,0.001162849,0.002705617,0.00005641917,0.00005815417,0.00006886098,0.0003228362,0.000003774942,0.0001089717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006744661,"threshold_uncertainty_score":0.03566962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04196681371917428,"score_gpt":0.3517213518094487,"score_spread":0.3097545380902745,"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."}}