{"id":"W2896436681","doi":"10.2106/jbjs.20.01252","title":"What’s New in Shoulder and Elbow Surgery","year":2020,"lang":"en","type":"editorial","venue":"Journal of Bone and Joint Surgery","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rotator cuff; Elbow; Randomized controlled trial; Visual analogue scale; Surgery; Tears; Rotator cuff injury; Prospective cohort study; Orthopedic surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002408868,0.0007587908,0.001580787,0.003978946,0.000712337,0.003533686,0.001495364,0.003162625,0.01869389],"category_scores_gemma":[0.01189608,0.0004690601,0.001309967,0.003990733,0.001616869,0.007173193,0.001125322,0.004826668,0.004058409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405032,"about_ca_system_score_gemma":0.003546912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002412996,"about_ca_topic_score_gemma":0.006179754,"domain_scores_codex":[0.9981487,0.0003116076,0.0003737772,0.0002420243,0.0007907145,0.0001332502],"domain_scores_gemma":[0.9853145,0.008130976,0.001407166,0.0003303225,0.003713971,0.001103163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00012068,0.00008675533,0.0009664804,0.01358578,0.00012174,0.0002740987,0.0001600402,0.0001643226,0.0002062064,0.002633524,0.3771592,0.6045212],"study_design_scores_gemma":[0.00001803452,0.00005883854,0.001507441,0.01098281,0.0000893238,0.001310192,0.0002148902,0.00004984037,0.00005205954,0.001512636,0.9841788,0.00002503102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0003393546,0.9261811,0.000322366,0.02781688,0.04087283,0.00001568762,0.0001590189,0.00005676422,0.004236067],"genre_scores_gemma":[0.001706647,0.9217904,0.0005740066,0.01945278,0.05441547,0.00002132526,0.000201291,0.00002782431,0.001810302],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01869389,"threshold_uncertainty_score":0.06253731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04743583653871889,"score_gpt":0.3017391972179531,"score_spread":0.2543033606792342,"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."}}