{"id":"W4390951842","doi":"10.1186/s42358-024-00350-6","title":"Risk factors for osteoporotic hip fracture among community-dwelling older adults: a real-world evidence study","year":2024,"lang":"en","type":"article","venue":"Advances in Rheumatology","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Hip fracture; Logistic regression; Body mass index; Physical therapy; Risk factor; Retrospective cohort study; Femoral neck; Bone mineral; Cohort; Cohort study; Osteoporosis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003716851,0.0004154675,0.001096493,0.002471186,0.0002758787,0.001010848,0.0005087015,0.0008863752,0.001412849],"category_scores_gemma":[0.01262717,0.0003000142,0.001772096,0.003412053,0.000306251,0.0005603256,0.0004922408,0.0005810556,0.0001200314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752815,"about_ca_system_score_gemma":0.001214324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005414316,"about_ca_topic_score_gemma":0.01110821,"domain_scores_codex":[0.9980066,0.0006427169,0.0005849465,0.0002382027,0.0004414061,0.00008611627],"domain_scores_gemma":[0.9863506,0.005120548,0.006175187,0.0004031475,0.001495323,0.0004552227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006746369,0.000290469,0.9361835,0.01878674,0.01076407,0.0001674038,0.0001988113,0.00007367202,0.0000820314,0.0001419758,0.0007423692,0.03189442],"study_design_scores_gemma":[0.0003351513,0.0005011396,0.9724612,0.01025329,0.01260142,0.0004977597,0.0004613653,0.0001626294,0.00003873579,0.0001276351,0.002536805,0.00002287307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5661074,0.4249326,0.0004076147,0.002130491,0.0001827878,0.0002618729,0.004111161,0.00001071076,0.001855288],"genre_scores_gemma":[0.9157489,0.08130845,0.0006628723,0.0004516617,0.0001948456,0.0001513465,0.001411582,0.000002315679,0.00006796874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005414316,"threshold_uncertainty_score":0.01965684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03202748317442521,"score_gpt":0.3902793916737478,"score_spread":0.3582519084993225,"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."}}