{"id":"W2523459359","doi":"10.1007/s12306-016-0425-0","title":"Rate of avascular necrosis and time to surgery in proximal humerus fractures","year":2016,"lang":"en","type":"article","venue":"MUSCULOSKELETAL SURGERY","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Avascular necrosis; Medicine; Orthopedic surgery; Radiography; Internal fixation; Surgery; Reduction (mathematics); Humerus; Presentation (obstetrics); Fixation (population genetics); Proximal humerus; Nonunion; Complication; Femoral head","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":[0.001118757,0.0002585477,0.0005369334,0.002258352,0.000536281,0.0009247868,0.000713677,0.0009973671,0.00515197],"category_scores_gemma":[0.007585643,0.0004025948,0.00106679,0.001539697,0.0004311158,0.000816174,0.0007131558,0.0009013226,0.0007826493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004968162,"about_ca_system_score_gemma":0.0004739932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0039836,"about_ca_topic_score_gemma":0.002406243,"domain_scores_codex":[0.9988676,0.0002393726,0.0001943943,0.0001878226,0.0002648696,0.0002458996],"domain_scores_gemma":[0.994121,0.001611404,0.002713046,0.0003173871,0.0004664514,0.0007707644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003638777,0.00005409023,0.9971325,0.00001754335,0.00006871272,0.000190768,0.00005637851,0.000148227,0.0001456667,0.00003907292,0.00007226651,0.001710824],"study_design_scores_gemma":[0.000008980277,0.0002461007,0.9959303,0.00001686653,0.00006005719,0.002200844,0.0004913501,0.000526636,0.0001248403,0.0001247062,0.000253646,0.00001571745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974607,0.0008543494,0.0001928642,0.00004981463,0.00001416621,0.000005646607,0.0003550049,0.000009340737,0.001058067],"genre_scores_gemma":[0.9989668,0.00026559,0.00005850982,0.00001370377,0.00003268762,0.000004730781,0.0002297613,0.000004054138,0.0004242154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00515197,"threshold_uncertainty_score":0.01723504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483299331160083,"score_gpt":0.2786548673763262,"score_spread":0.2638218740647253,"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."}}