{"id":"W3198402111","doi":"10.1016/j.arthro.2021.07.004","title":"Regarding “The Top 50 Most‐Cited Shoulder Arthroscopy Studies”","year":2021,"lang":"en","type":"letter","venue":"Arthroscopy The Journal of Arthroscopic and Related Surgery","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arthroscopy; Medicine; Surgery; General 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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009918534,0.001278389,0.002173676,0.02253916,0.002536209,0.009958533,0.002375392,0.006201318,0.05000332],"category_scores_gemma":[0.1297371,0.0006646282,0.002113929,0.01470775,0.001242224,0.007547741,0.003460855,0.004097498,0.02836635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003520796,"about_ca_system_score_gemma":0.005227512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004054985,"about_ca_topic_score_gemma":0.009321428,"domain_scores_codex":[0.9873124,0.002654885,0.003090422,0.001038089,0.005040525,0.000863786],"domain_scores_gemma":[0.8917485,0.03111286,0.01146301,0.00182343,0.05928632,0.004565745],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005741222,0.00001516897,0.001040973,0.003638287,0.00005533962,0.0001184641,0.0001714205,0.00002172917,0.0001928397,0.0004961451,0.9681816,0.02601071],"study_design_scores_gemma":[0.00005777883,0.00005300041,0.004188957,0.01194356,0.0001804715,0.0007103472,0.001051637,0.00009360479,0.0003560762,0.001814189,0.9794658,0.00008452989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002581012,0.097158,0.001869856,0.4790322,0.3888807,0.0005116531,0.01267083,0.0006138259,0.01668201],"genre_scores_gemma":[0.021188,0.1231484,0.007426908,0.4590888,0.3319584,0.001233265,0.0141365,0.001176398,0.04064329],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9900815,"threshold_uncertainty_score":0.1672778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04283926056288932,"score_gpt":0.3215180239426547,"score_spread":0.2786787633797653,"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."}}