{"id":"W4210764384","doi":"10.2106/jbjs.st.21.00008","title":"Isolated Bioinductive Arthroscopic Repair of Partial-Thickness Rotator Cuff Tears Using a Resorbable Collagen Implant","year":2022,"lang":"en","type":"article","venue":"JBJS Essential Surgical Techniques","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Rotator cuff; Tears; Implant; Tendon; Surgery; Acromioplasty; Arthroscopy; Acromion","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005506261,0.0002552037,0.0006577086,0.0001968136,0.0003382702,0.00001695255,0.0001258879,0.0001643082,0.001043819],"category_scores_gemma":[0.00004805042,0.0002257858,0.0003099321,0.0006511716,0.0002078661,0.00008995405,0.000243381,0.0002842725,0.000004815958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002520964,"about_ca_system_score_gemma":0.0002821183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004987252,"about_ca_topic_score_gemma":0.000003967765,"domain_scores_codex":[0.9975791,0.0003643158,0.0005839427,0.0005069667,0.0005572068,0.0004084884],"domain_scores_gemma":[0.998891,0.0001205464,0.0002277741,0.0004633587,0.000130686,0.0001666238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02197117,0.009179452,0.03022238,0.0007776156,0.002825496,0.01378189,0.002143983,0.00007201962,0.8892156,0.007413555,0.01500543,0.007391359],"study_design_scores_gemma":[0.002508992,0.003411118,0.0008589884,0.000192997,0.0008776608,0.004334681,0.0005344209,0.0007860843,0.9286682,0.001147057,0.05618034,0.0004994707],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948764,0.0004102944,0.0005991801,0.0002245326,0.0002775244,0.001361227,0.0001048229,0.000677441,0.001468528],"genre_scores_gemma":[0.994984,0.0000670447,0.003926181,0.00008252992,0.0001594999,0.0002663718,0.0000564506,0.00004560185,0.0004123391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04117491,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536041384091966,"score_gpt":0.3351242044955264,"score_spread":0.3097637906546067,"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."}}