{"id":"W4247577650","doi":"10.1016/j.jhsa.2014.10.022","title":"Evidence-Based Hand and Upper Extremity Surgery","year":2015,"lang":"en","type":"article","venue":"The Journal Of Hand Surgery","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Intramedullary rod; Elbow; Surgery; Orthopedic surgery; Randomized controlled trial; Humeral shaft; Nail (fastener); Upper limb; Fluoroscopy; Prospective cohort study","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":[],"consensus_categories":[],"category_scores_codex":[0.002233988,0.0001243511,0.0004882114,0.0001423286,0.0001104226,0.00005089576,0.00004164733,0.00006017958,0.0000678322],"category_scores_gemma":[0.0009025297,0.00006231293,0.0002017965,0.000106126,0.0001612173,0.0001778899,0.00001612581,0.0001970541,0.000006357412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004279461,"about_ca_system_score_gemma":0.0004927625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005313911,"about_ca_topic_score_gemma":0.000006135471,"domain_scores_codex":[0.9988157,0.0001634787,0.000378532,0.00007574099,0.0003846884,0.0001818708],"domain_scores_gemma":[0.9967424,0.002302596,0.0002675195,0.0001813529,0.0002296798,0.0002764223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002723223,0.0001942642,0.8994038,0.00004513064,0.0002077057,0.0005764748,0.0003277395,0.0000101813,0.0008183953,0.000001570654,0.07185226,0.02383924],"study_design_scores_gemma":[0.002726619,0.0003700912,0.946354,0.003524592,0.001169178,0.004872205,0.0003486709,0.0001329798,0.01726561,0.0004697482,0.02246869,0.0002975854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695054,0.02504117,0.0001188202,0.0047841,0.0004067583,0.00006410098,0.000001620859,0.000004724804,0.00007329121],"genre_scores_gemma":[0.9971126,0.001488043,0.00005422664,0.000768824,0.0002721212,7.624683e-7,0.000001418337,0.00001241966,0.000289565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04938357,"threshold_uncertainty_score":0.2541048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114527414876096,"score_gpt":0.2971948646755178,"score_spread":0.1857421231879082,"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."}}