{"id":"W2078630054","doi":"10.1177/1941738114529701","title":"Sideline Coverage","year":2014,"lang":"en","type":"article","venue":"Sports Health A Multidisciplinary Approach","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ankle; Physical therapy; Elbow; Radiography; Evidence-based medicine; Randomized controlled trial; MEDLINE; Physical medicine and rehabilitation; Surgery; Alternative medicine","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":[0.0007233444,0.0002923662,0.0006065336,0.0001365381,0.0002945255,0.00001199979,0.00008438961,0.0001196889,0.00008935221],"category_scores_gemma":[0.00002157887,0.0002269569,0.0001699518,0.0002251931,0.00008318699,0.00008470856,0.0000724873,0.0003061193,0.00005068666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637191,"about_ca_system_score_gemma":0.0002713871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009513738,"about_ca_topic_score_gemma":0.000006996426,"domain_scores_codex":[0.9976683,0.00005745445,0.0005933715,0.0005914129,0.0004662797,0.0006232337],"domain_scores_gemma":[0.9984165,0.00003294378,0.0001773783,0.0006557131,0.0000648342,0.0006526351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001983453,0.00900495,0.570357,0.002706675,0.000200711,0.0003828259,0.00531393,0.0009101792,0.0001157017,0.00982248,0.006197781,0.3930044],"study_design_scores_gemma":[0.008411202,0.002992666,0.9309196,0.0003164276,0.0001336945,0.001018415,0.0007192935,0.02954841,0.00009867743,0.001522293,0.02368149,0.000637846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974271,0.00100469,0.01885019,0.006771398,0.0003290376,0.002330957,0.00002919098,0.0004871137,0.07277033],"genre_scores_gemma":[0.9683372,0.0001534851,0.02687032,0.0009367405,0.0003706756,0.00009211771,0.0005640264,0.00005352037,0.002621927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3923665,"threshold_uncertainty_score":0.9255033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487289371726829,"score_gpt":0.3113475181361456,"score_spread":0.2864746244188773,"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."}}