{"id":"W4392095331","doi":"10.1302/3114-240500","title":"Hip Fracture Care - The Alberta Experience Providing Evidence Informed Care","year":2024,"lang":"en","type":"dataset","venue":"OrthoMedia","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hip fracture; Fracture (geology); Psychology; Medicine; Nursing; Geology; Geotechnical engineering; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003982792,0.001241942,0.001282985,0.003567586,0.001109999,0.003297615,0.003729438,0.001989513,0.03392596],"category_scores_gemma":[0.02989226,0.0007034212,0.001827011,0.01480899,0.0004888792,0.0009163482,0.002421308,0.002515496,0.01346565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0112247,"about_ca_system_score_gemma":0.02401278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7759186,"about_ca_topic_score_gemma":0.8683947,"domain_scores_codex":[0.9968507,0.0005895117,0.0004071607,0.0004918256,0.001199437,0.0004614723],"domain_scores_gemma":[0.984111,0.004388181,0.001891325,0.001696614,0.005864886,0.00204792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003477433,0.00003766498,0.00904423,0.001085767,0.0002432647,0.00003575515,0.00005882897,0.0008009489,0.00002842294,0.0009157313,0.9783539,0.00904775],"study_design_scores_gemma":[0.001607178,0.00008907545,0.1112653,0.004825906,0.0005635833,0.0001525957,0.0003580828,0.00181444,0.0001880591,0.002560892,0.8764799,0.00009495424],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008763009,0.0005332516,0.00006612467,0.0003817109,0.00002977601,0.00003196343,0.9957629,0.0001295136,0.002188472],"genre_scores_gemma":[0.005227247,0.0007211179,0.000785248,0.0003819313,0.00002896147,0.00019985,0.9899816,0.00007093427,0.002603094],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2240814,"threshold_uncertainty_score":0.4508021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158852486685291,"score_gpt":0.3313331418022059,"score_spread":0.309744616935353,"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."}}