{"id":"W4401897895","doi":"10.1101/2024.08.19.24312206","title":"Low incidence of adverse events or construct failure of a novel high-strength No.2 round suture in rotator cuff repair: An IDEAL Stage 2a assessment retrospective cohort analysis","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rotator cuff; Surgery; Retrospective cohort study; Cohort; Cuff; Fibrous joint; Complication; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003761254,0.0004056273,0.0007163218,0.001556686,0.0004981409,0.001027041,0.0005817054,0.0005931547,0.002557667],"category_scores_gemma":[0.006771322,0.0003695026,0.001389792,0.001112009,0.000497914,0.0008049545,0.0007729576,0.0004093239,0.000590521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000284146,"about_ca_system_score_gemma":0.0004756684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006157341,"about_ca_topic_score_gemma":0.0006145964,"domain_scores_codex":[0.9970059,0.0007493112,0.0005722279,0.0007759488,0.0006634109,0.0002331192],"domain_scores_gemma":[0.9918859,0.001382236,0.004305612,0.001040824,0.0008888688,0.0004965813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007959626,0.00008391081,0.9963888,0.00005239574,0.0001693894,0.0001245585,0.00007830573,0.0000452026,0.0002917654,0.00002359117,0.00006738341,0.001878843],"study_design_scores_gemma":[0.00006977952,0.002047172,0.995087,0.00002766652,0.0003285671,0.000972464,0.0002571624,0.0003434123,0.0002684207,0.00005487839,0.0005225834,0.00002097743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997725,0.0003638599,0.0007196256,0.0000107651,0.000006429332,0.0001199215,0.0006631151,0.000005210706,0.0003861133],"genre_scores_gemma":[0.9986135,0.00008867521,0.0003204648,0.00001528677,0.00001156269,0.0001146568,0.0006814291,0.000005896948,0.0001485222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003761254,"threshold_uncertainty_score":0.01989162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659169211069052,"score_gpt":0.3340822251703217,"score_spread":0.3174905330596312,"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."}}