{"id":"W4387246953","doi":"10.1136/bmjoq-2023-002609","title":"Fragility Fracture Network: innovations in healthcare improvement","year":2023,"lang":"en","type":"editorial","venue":"BMJ Open Quality","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Fragility; Fragility fracture; Fracture (geology); Health care; Business; Medicine; Engineering; Economics; Osteoporosis; Chemistry; Geotechnical engineering; 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":[0.04675083,0.008393505,0.01361243,0.0127018,0.00684739,0.02394374,0.009192422,0.04646783,0.02875285],"category_scores_gemma":[0.1348674,0.003014227,0.009126905,0.008594533,0.005183776,0.01229918,0.004780421,0.03828532,0.01671056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009484827,"about_ca_system_score_gemma":0.01454308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006403451,"about_ca_topic_score_gemma":0.01558469,"domain_scores_codex":[0.9573494,0.01138297,0.005767509,0.002707372,0.02082778,0.00196494],"domain_scores_gemma":[0.827538,0.08946342,0.00912392,0.003768021,0.05692471,0.01318192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006055721,0.00002021073,0.00002578212,0.001090609,0.00007068872,0.00004198854,0.00001962281,0.00002511477,0.00001907554,0.0003247067,0.9928766,0.005424945],"study_design_scores_gemma":[0.0007735254,0.0001000739,0.0007010167,0.007012745,0.0007145325,0.0001689752,0.0001825777,0.0004566282,0.0001025564,0.003160732,0.9865451,0.00008158537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001872384,0.01108046,0.0001106703,0.03796427,0.949797,0.00004071568,0.0001162811,0.00006194076,0.0008099465],"genre_scores_gemma":[0.0002175218,0.007695022,0.000130792,0.01777183,0.9714469,0.00004623946,0.00004495727,0.00003405029,0.002612622],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04675083,"threshold_uncertainty_score":0.247245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6933439913975251,"score_gpt":0.6649652029906615,"score_spread":0.02837878840686359,"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."}}