{"id":"W4214527384","doi":"10.2147/orr.s348726","title":"Optimal Management of Partial Thickness Rotator Cuff Tears: Clinical Considerations and Practical Management","year":2022,"lang":"en","type":"article","venue":"Orthopedic Research and Reviews","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Rotator cuff; Tears; Acromioplasty; Tendon; Rotator cuff injury; Cuff","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":[0.004720128,0.0001279176,0.0004589103,0.0001191555,0.0004047407,0.00003213519,0.00004218706,0.00004427966,0.0007846815],"category_scores_gemma":[0.0001604559,0.00009138748,0.00009420502,0.0002398274,0.000390475,0.00006892512,0.0004715113,0.0005779761,0.00002269384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003149663,"about_ca_system_score_gemma":0.00009510647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000904077,"about_ca_topic_score_gemma":0.000001487473,"domain_scores_codex":[0.9970715,0.0008401027,0.0006521672,0.000427913,0.0006933106,0.0003150304],"domain_scores_gemma":[0.9988567,0.0002880896,0.00009708746,0.0003829809,0.00007822332,0.0002969749],"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":[0.003372401,0.009032201,0.1206862,0.007760247,0.00284625,0.01079023,0.001012668,0.000006803592,0.00006132059,0.136264,0.1590393,0.5491285],"study_design_scores_gemma":[0.00363275,0.003287015,0.0197685,0.0003464613,0.0006821504,0.0009451297,0.001628322,0.00008452599,0.00004661642,0.000843816,0.9685593,0.0001753679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026357,0.04660157,0.0004563246,0.01610787,0.0003890822,0.008710057,0.00004365881,0.00005336704,0.02500238],"genre_scores_gemma":[0.6773838,0.2692521,0.03736451,0.001050824,0.0003337851,0.002542104,0.00006434863,0.0000468728,0.01196168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8095201,"threshold_uncertainty_score":0.8591712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2606563845049336,"score_gpt":0.5205362039556338,"score_spread":0.2598798194507003,"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."}}