{"id":"W2438148199","doi":"10.1177/0363546516650888","title":"Revision Hip Arthroscopy","year":2016,"lang":"en","type":"article","venue":"The American Journal of Sports Medicine","topic":"Hip disorders and treatments","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Hip arthroscopy; WOMAC; Surgery; Osteoarthritis; Hip surgery; Cohort study; Arthroscopy; Femoroacetabular impingement; Retrospective cohort study; Arthroplasty; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005253884,0.000122422,0.0005501937,0.0001133133,0.00004734776,0.000002033024,0.0001025541,0.00001386261,0.0006534074],"category_scores_gemma":[0.0001251436,0.00004218802,0.0001004062,0.0002330368,0.0005961018,0.0000424801,0.00001283408,0.0001192966,0.00002075592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004235605,"about_ca_system_score_gemma":0.00007463399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000142975,"about_ca_topic_score_gemma":1.966986e-7,"domain_scores_codex":[0.9987227,0.00003270936,0.0004406093,0.00009644649,0.0005319302,0.0001755705],"domain_scores_gemma":[0.9986107,0.00009315387,0.0006649827,0.0002783411,0.0001562513,0.0001965477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008814802,0.00009017014,0.04822581,0.000008012278,0.0001108694,0.0004858759,0.0003487702,2.383692e-7,0.001817756,0.00005656855,0.008457825,0.9395166],"study_design_scores_gemma":[0.01886913,0.01974581,0.7576923,0.01332042,0.001984211,0.007957838,0.004405247,0.000004658466,0.00234652,0.00368709,0.1695885,0.0003982919],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517671,0.002062456,0.0003884514,0.04419852,0.0002128476,0.0001198879,6.077925e-7,0.000009744845,0.001240329],"genre_scores_gemma":[0.9918083,0.004888832,0.0003373602,0.00176731,0.0004595955,5.556134e-7,5.644771e-7,0.00001653561,0.0007209431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9391183,"threshold_uncertainty_score":0.7154353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222356585506087,"score_gpt":0.3012587925292569,"score_spread":0.289035226674196,"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."}}