{"id":"W1968777884","doi":"10.1007/s00198-011-1642-x","title":"Coordinator-based systems for secondary prevention in fragility fracture patients","year":2011,"lang":"en","type":"review","venue":"Osteoporosis International","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":250,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Fragility; Fragility fracture; Rheumatology; Secondary prevention; Orthopedic surgery; Fracture (geology); Internal medicine; Osteoporosis; Surgery; Engineering; Geotechnical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003396696,0.0004127336,0.001259078,0.0004223405,0.00004676252,0.00004413091,0.0002999358,0.000632079,0.001020953],"category_scores_gemma":[0.0002438841,0.0003346916,0.0006644359,0.0001342925,0.00004532671,0.0001183415,0.00004357427,0.0005995986,0.00005370031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005022839,"about_ca_system_score_gemma":0.0005416076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007487462,"about_ca_topic_score_gemma":0.00002003623,"domain_scores_codex":[0.9978004,0.0001076436,0.00091693,0.0005493561,0.0003698662,0.0002557652],"domain_scores_gemma":[0.9983917,0.0001902511,0.0005986075,0.0003655051,0.0003357258,0.0001181415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002577605,0.001482999,0.006137671,0.02308256,0.0004846705,0.00001232513,0.0001632228,0.000003794061,2.513814e-7,0.000223514,0.0155663,0.9525849],"study_design_scores_gemma":[0.001921073,0.0002360829,0.002799357,0.009560865,0.0004159989,0.000007400834,0.00001506598,0.00003220645,0.000004001845,0.00005595967,0.9846777,0.0002742347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002077167,0.9878467,0.0005502413,0.00005444022,0.002412507,0.00312921,0.0007971927,0.0000568966,0.00494505],"genre_scores_gemma":[0.01105052,0.9667017,0.0004676473,0.0004859137,0.0008109974,0.001667272,0.01464782,0.0001467908,0.004021348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9691114,"threshold_uncertainty_score":0.9999105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04102610778952958,"score_gpt":0.3461839920537456,"score_spread":0.305157884264216,"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."}}