{"id":"W4415438966","doi":"10.1302/1358-992x.2025.10.130","title":"EVALUATION OF A HYBRID DIGITAL AND IN-PERSON OUTPATIENT FRACTURE LIAISON SERVICE FOR NON-HIP FRAGILITY FRACTURES","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Osteoporosis; FRAX; Fragility; Fragility fracture; Health care; Hip fracture; Outpatient clinic; Ambulatory care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003699576,0.0003902216,0.0003601498,0.0007030506,0.001684532,0.001246317,0.001486816,0.0006400211,0.008429139],"category_scores_gemma":[0.007309702,0.0003144368,0.0005829631,0.0005609134,0.0004643757,0.0007088535,0.001830662,0.0008890984,0.0006824922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006587418,"about_ca_system_score_gemma":0.01736206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08203848,"about_ca_topic_score_gemma":0.159058,"domain_scores_codex":[0.996309,0.001407559,0.0002379491,0.000294975,0.001127436,0.0006230553],"domain_scores_gemma":[0.9943579,0.0008384106,0.0004786551,0.0001960672,0.001008934,0.003119964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01020473,0.09534317,0.4203146,0.00130046,0.0003112636,0.001614874,0.005536365,0.001912995,0.003210637,0.0005189462,0.01380337,0.4459286],"study_design_scores_gemma":[0.01086295,0.1794239,0.7546543,0.0007964578,0.0005181612,0.001727975,0.01599729,0.01031232,0.001351239,0.0004313106,0.02374639,0.0001776617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985909,0.0001583691,0.0008770118,0.001004359,0.00005984232,0.005722769,0.0009150253,0.000116883,0.005236702],"genre_scores_gemma":[0.97404,0.000509383,0.01293531,0.002084097,0.0001769027,0.006171772,0.001284523,0.00002814718,0.002769808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08203848,"threshold_uncertainty_score":0.1631219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985272198876497,"score_gpt":0.3061604741863526,"score_spread":0.2863077521975876,"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."}}