{"id":"W4361217147","doi":"10.1136/rapm-2023-104454","title":"General anesthesia is an acceptable choice for hip fracture surgery","year":2023,"lang":"en","type":"article","venue":"Regional Anesthesia & Pain Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Anesthesia; Hip fracture; Internal medicine; Osteoporosis","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":[0.004338955,0.0001677231,0.0005080228,0.0004978654,0.0009971547,0.001226715,0.0005029208,0.001898377,0.009415827],"category_scores_gemma":[0.02148224,0.0001175319,0.0005843474,0.0003503088,0.001562997,0.00106442,0.0008341009,0.003541987,0.001569681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000601573,"about_ca_system_score_gemma":0.001769843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007430841,"about_ca_topic_score_gemma":0.002666013,"domain_scores_codex":[0.9954978,0.001960193,0.0003704902,0.0001510866,0.001802403,0.0002179985],"domain_scores_gemma":[0.9920859,0.003270951,0.001813871,0.00044626,0.001093039,0.001290031],"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":[0.00112474,0.0007209975,0.02155615,0.002155699,0.0003666661,0.002422498,0.001156992,0.0003345846,0.003055136,0.03973616,0.2748658,0.6525046],"study_design_scores_gemma":[0.0009569295,0.003450038,0.08251724,0.0101003,0.0004381205,0.01309386,0.004208435,0.0005213857,0.001269767,0.1079531,0.7753308,0.0001599667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06170218,0.09352332,0.008598665,0.7162146,0.008138192,0.0001151927,0.0004146155,0.0001947459,0.1110985],"genre_scores_gemma":[0.5744417,0.0475702,0.01939041,0.336763,0.0108834,0.0001339271,0.0003661739,0.0001738524,0.01027729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009415827,"threshold_uncertainty_score":0.03149909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0602121677096055,"score_gpt":0.3184744236150657,"score_spread":0.2582622559054603,"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."}}