{"id":"W4391332957","doi":"10.1016/j.arthro.2023.06.058","title":"<i>Editorial Commentary:</i> Standardized Evaluation of Cartilage Damage and Restoration in Hip Arthroscopy Requires Consideration of Clinical, Imaging, and Patient‐Reported Outcomes","year":2024,"lang":"en","type":"editorial","venue":"Arthroscopy The Journal of Arthroscopic and Related Surgery","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canada Research Chairs","keywords":"Medicine; Hip arthroscopy; Cartilage; Candidacy; Arthroscopy; Cartilage damage; Surgery; Acetabulum; Evidence-based medicine; Articular cartilage; Osteoarthritis; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009574613,0.003920765,0.004538546,0.003505512,0.004184783,0.007186786,0.005823718,0.02646394,0.0110735],"category_scores_gemma":[0.04266344,0.001210961,0.003170661,0.002262198,0.003652011,0.005360997,0.001593252,0.02624833,0.01046834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004921777,"about_ca_system_score_gemma":0.006342662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005134347,"about_ca_topic_score_gemma":0.01010711,"domain_scores_codex":[0.9938851,0.001048252,0.0008262096,0.0007009108,0.003114883,0.0004247312],"domain_scores_gemma":[0.9674389,0.0125161,0.001973307,0.0009003716,0.01395015,0.003221192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003064608,0.000008487972,0.00003193825,0.0001530967,0.00001482196,0.00006651763,0.00001167297,0.00001181799,0.00002992862,0.0001045859,0.9978941,0.001642426],"study_design_scores_gemma":[0.0002697847,0.00009299434,0.0008736705,0.001573623,0.0001795714,0.0006292714,0.0001494905,0.0004414051,0.0002594907,0.00198688,0.9934759,0.00006804935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008070867,0.001988756,0.000127172,0.1132644,0.8829136,0.00005493412,0.000180384,0.00011784,0.001272196],"genre_scores_gemma":[0.00055612,0.001815517,0.000160764,0.116126,0.8771474,0.00006604444,0.00007555341,0.00004888377,0.004003693],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02646394,"threshold_uncertainty_score":0.05063599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576839031942064,"score_gpt":0.3648003836821322,"score_spread":0.3390319933627116,"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."}}