{"id":"W4416221422","doi":"10.1302/1358-992x.2025.13.107","title":"BRIDGING THE GAP IN OSTEOPOROSIS CARE: PROVIDING COMPREHENSIVE INPATIENT AND OUTPATIENT OSTEOPOROSIS CARE IN THE RURAL HOSPITAL SETTING","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoporosis; Psychological intervention; Health care; Bridging (networking); Public health; Government (linguistics); Outpatient clinic; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008294617,0.0003797553,0.0005391226,0.0004919118,0.0005295953,0.0001791441,0.0003136319,0.0002048411,0.00000790482],"category_scores_gemma":[0.0006026831,0.0002491716,0.0001425428,0.001378766,0.0002794169,0.0002568556,0.0003543761,0.001266374,0.000005040977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005630808,"about_ca_system_score_gemma":0.0004730216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000940734,"about_ca_topic_score_gemma":0.0003461955,"domain_scores_codex":[0.9965625,0.00009575853,0.0008228516,0.0006184599,0.0009238371,0.0009765971],"domain_scores_gemma":[0.9984471,0.0002568202,0.0002274391,0.0002865437,0.0005836954,0.0001983832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002760362,0.0001225698,0.79967,0.002220147,0.00001735281,0.0000258811,0.1178486,0.000002206984,0.0003068785,0.0001342775,0.001082764,0.0782932],"study_design_scores_gemma":[0.004447532,0.001493627,0.5478155,0.002537058,0.00009541669,0.00004291193,0.4378322,0.0003850625,0.0005919369,0.00003747364,0.004378257,0.0003429641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744101,0.007368691,0.000001778457,0.01211445,0.0002592656,0.003509247,0.00001372588,0.00006285818,0.002259934],"genre_scores_gemma":[0.995445,0.000434596,0.000147843,0.003059626,0.0001445936,0.0006252523,0.00004855872,0.00003597556,0.00005853736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3199836,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148208657429448,"score_gpt":0.2836760522967933,"score_spread":0.2721939657224988,"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."}}