{"id":"W7097754113","doi":"","title":"Open Access A Survey of Practice Patterns for Rehabilitation Post Elbow Fracture","year":2016,"lang":"en","type":"article","venue":"","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elbow; Rehabilitation; Range of motion; Activities of daily living; Clinical Practice; Functional training","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005429459,0.00009103855,0.0002177663,0.00004796117,0.00002705844,0.00003724754,0.0002078087,0.00006284536,0.0004485629],"category_scores_gemma":[0.001870648,0.00004685198,0.00005483301,0.0000746132,0.00002748622,0.0006468194,0.00009144413,0.00003415841,0.00001329399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005143134,"about_ca_system_score_gemma":0.0001061661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006532705,"about_ca_topic_score_gemma":0.001451092,"domain_scores_codex":[0.9992444,0.00006874988,0.0002160154,0.0002050633,0.0001395032,0.000126251],"domain_scores_gemma":[0.9969125,0.001940316,0.0001217832,0.00030077,0.0006516143,0.00007300005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005003641,0.001379147,0.9212996,0.0001814499,0.0002900578,0.000006286049,0.0005576914,5.003025e-7,0.001319953,0.000964791,0.01258811,0.05640881],"study_design_scores_gemma":[0.00337164,0.001763173,0.9819071,0.0001279769,0.00009769742,0.000008755238,0.0001468535,0.000002702616,0.004960985,0.0001740186,0.007367978,0.00007109046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055027,0.00005756926,0.01828302,0.06318361,0.0001165113,0.003369746,0.0004877623,0.00004761499,0.008951476],"genre_scores_gemma":[0.9909335,0.00001812363,0.005761764,0.00140488,0.0000262607,0.00009612192,0.0001368143,0.00001557147,0.001607008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08543076,"threshold_uncertainty_score":0.9875539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07314937956103963,"score_gpt":0.4386425181961234,"score_spread":0.3654931386350838,"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."}}