{"id":"W2031367488","doi":"10.1097/bot.0b013e318210ea56","title":"The Results of Nonoperative Treatment for Three- and Four-Part Fractures of the Proximal Humerus in Low-Demand Patients","year":2011,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Shoulders; Surgery; Humerus; Shoulder Fracture; Radiography","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":[0.0003836785,0.0001417403,0.0003769317,0.00007042925,0.00008166944,0.000005493499,0.0000861634,0.00006429993,0.000009519407],"category_scores_gemma":[0.0001575074,0.00006009525,0.0002215177,0.00008744756,0.0001673353,0.00006885782,0.00001652044,0.0001374827,1.605141e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005029341,"about_ca_system_score_gemma":0.0001161625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004042317,"about_ca_topic_score_gemma":0.0002690231,"domain_scores_codex":[0.9986773,0.00006375106,0.0007193793,0.0001138682,0.0002736803,0.0001520395],"domain_scores_gemma":[0.9987379,0.0002084606,0.0005749605,0.0001902222,0.0002150202,0.00007339664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02357297,0.003110925,0.7950912,0.0001139939,0.001003013,0.0000542357,0.00741453,0.0000137713,0.0002865119,0.0001086679,0.0004057916,0.1688244],"study_design_scores_gemma":[0.01570711,0.006998443,0.9393842,0.0003238597,0.000443682,0.00004017215,0.0002795038,0.00001841301,0.03570545,0.0002307936,0.0008094609,0.00005889895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997184,0.0008565295,0.00001713602,0.0003857388,0.0002035168,0.0008132471,0.00004103528,0.000001868727,0.0004969144],"genre_scores_gemma":[0.9992912,0.0001718534,0.0003106556,0.00003432144,0.00009086215,0.00002024832,0.000002101413,0.00001025907,0.00006853672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1687655,"threshold_uncertainty_score":0.2450613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708314486086193,"score_gpt":0.3016626292725231,"score_spread":0.2545794844116612,"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."}}