{"id":"W2915995861","doi":"10.1007/s00167-019-05408-3","title":"Anatomic and non‐anatomic reconstruction improves post‐operative outcomes in chronic acromio‐clavicular instability: a systematic review","year":2019,"lang":"en","type":"review","venue":"Knee Surgery Sports Traumatology Arthroscopy","topic":"Shoulder and Clavicle Injuries","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Surgery","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":[0.001553302,0.001256773,0.01381358,0.0009944405,0.0001379923,0.00005421521,0.0001874579,0.001096207,0.0002218827],"category_scores_gemma":[0.0004277109,0.0009562948,0.001398703,0.000676413,0.0006281327,0.0003831206,0.00009207649,0.001235432,0.00009657968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000743042,"about_ca_system_score_gemma":0.002874116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001030808,"about_ca_topic_score_gemma":0.0001899257,"domain_scores_codex":[0.9929733,0.0005940971,0.003669244,0.001450318,0.0004213155,0.0008917152],"domain_scores_gemma":[0.9958159,0.0008948271,0.001389787,0.00145436,0.0001820199,0.0002631254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005108638,0.0001392432,0.02581747,0.9115447,0.0009237119,0.0003487421,0.0001585837,5.793353e-8,0.000005106097,0.00003835236,0.00007329257,0.06089964],"study_design_scores_gemma":[0.001409425,0.0002580046,0.006790141,0.9620796,0.009584969,0.007394144,0.0003202757,0.00001887047,0.00003220976,0.00004509771,0.01056797,0.001499297],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1589633,0.8329478,0.000001773931,0.0002100216,0.0007942787,0.006867232,0.00004307091,0.000117276,0.00005525148],"genre_scores_gemma":[0.0220697,0.9756818,0.00005135609,0.000680647,0.00003607578,0.0009864072,0.0002588165,0.0001487384,0.00008650183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1427339,"threshold_uncertainty_score":0.9992887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044030389044071,"score_gpt":0.3754681305476073,"score_spread":0.3550278266571666,"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."}}