{"id":"W3119037703","doi":"10.12968/hmed.2020.0351","title":"Holding on by a thread: the continuing story of rotator cuff tears","year":2021,"lang":"en","type":"review","venue":"British Journal of Hospital Medicine","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Rotator cuff; Tears; Population; Surgery; Physical therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001288047,0.0004047209,0.003284429,0.0001867362,0.00008709716,0.00002570149,0.0002996587,0.0002292216,0.0002290735],"category_scores_gemma":[0.001462042,0.0002600859,0.0008579895,0.0003161851,0.0003234377,0.00007856279,0.00005218458,0.001915104,0.000005401389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066771,"about_ca_system_score_gemma":0.0003336796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003591198,"about_ca_topic_score_gemma":0.000001544458,"domain_scores_codex":[0.9966781,0.000356128,0.001363305,0.0002977045,0.0009941154,0.0003106432],"domain_scores_gemma":[0.9967174,0.0007533622,0.00153855,0.0003458304,0.0003796403,0.0002652124],"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":[0.00003150426,0.0004580444,0.0000376012,0.00220998,0.001192862,0.006071983,0.0003300316,7.455576e-8,0.000003113385,0.00003863718,0.0601669,0.9294593],"study_design_scores_gemma":[0.002106613,0.005179878,0.00009521683,0.1901221,0.006096899,0.01738454,0.0008501852,8.813668e-8,0.00003331762,0.00002805874,0.7778954,0.0002076851],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009822841,0.98653,0.00001066706,0.0006560515,0.001785399,0.0007093324,0.0000566588,0.0000118937,0.0004171527],"genre_scores_gemma":[0.005547684,0.9920008,0.00009171777,0.0001637558,0.001555867,0.00002134095,0.0000402224,0.00007511922,0.0005035276],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9292516,"threshold_uncertainty_score":0.9999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647864627091783,"score_gpt":0.3380335798889459,"score_spread":0.3115549336180281,"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."}}