{"id":"W2594000471","doi":"10.1503/cmaj.732485","title":"Expedited surgery for hip fracture?","year":2017,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Hip fracture; Medicine; Intervention (counseling); Surgery; General surgery; Nursing; Osteoporosis; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002573355,0.0004527235,0.0006970944,0.0009196128,0.004008768,0.002082743,0.002130369,0.03863515,0.01390161],"category_scores_gemma":[0.02050595,0.0004383388,0.0007327303,0.0009314775,0.003323475,0.004228997,0.001712361,0.03259581,0.004986881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004816146,"about_ca_system_score_gemma":0.009433771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01645727,"about_ca_topic_score_gemma":0.04988302,"domain_scores_codex":[0.9976352,0.000606729,0.0002735837,0.0002815855,0.0007933851,0.0004095811],"domain_scores_gemma":[0.9912562,0.003087643,0.0007159745,0.0002199214,0.001727826,0.002992331],"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":[0.00002312317,0.00003956352,0.0008962746,0.00008698169,0.000007767654,0.00177837,0.0001640773,0.00003499632,0.00008541255,0.001956115,0.9825668,0.01236053],"study_design_scores_gemma":[0.0001605433,0.0001515797,0.003088753,0.002209653,0.00003395838,0.0102377,0.001609218,0.0002654054,0.000188414,0.01392617,0.9680305,0.00009805299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002038508,0.001691459,0.00002517623,0.9915729,0.005263537,0.000003451472,0.00001470208,0.000007956678,0.001216995],"genre_scores_gemma":[0.003823942,0.003085156,0.0001313302,0.961202,0.02981202,0.00001107782,0.00002178306,0.0000123723,0.0019004],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03863515,"threshold_uncertainty_score":0.04650557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830945612207268,"score_gpt":0.2756719823788378,"score_spread":0.2573625262567651,"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."}}