{"id":"W2123111483","doi":"10.1093/jhps/hnv032","title":"Hip arthroscopy: a patient education and clinical research tool","year":2015,"lang":"en","type":"article","venue":"Journal of Hip Preservation Surgery","topic":"Hip disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hip arthroscopy; Medical physics; MEDLINE; Arthroscopy; General surgery; Surgery","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":[0.002748801,0.00007736514,0.0003094292,0.0003012745,0.00005605559,0.00003884271,0.00004149747,0.00008545384,0.00004699898],"category_scores_gemma":[0.003183064,0.00005870498,0.0001124206,0.0002605281,0.00006834037,0.0004150211,0.00003183895,0.0002976815,0.00001911812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008479854,"about_ca_system_score_gemma":0.001281772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003952799,"about_ca_topic_score_gemma":0.000003849396,"domain_scores_codex":[0.9979886,0.0003071715,0.0007316812,0.0001238005,0.0006865844,0.0001621579],"domain_scores_gemma":[0.9972631,0.0006187179,0.0003019918,0.0001792385,0.001367134,0.0002697946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005296681,0.001129618,0.8370303,0.00002853661,0.00008677506,0.00003471233,0.0004647005,0.000001352743,0.00003339942,0.00004307472,0.09121818,0.06939969],"study_design_scores_gemma":[0.002654603,0.002124713,0.8554853,0.0006766188,0.0001670776,0.0003319014,0.002559038,0.0001635782,0.0004518963,0.006814283,0.1283825,0.0001885103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927946,0.001624538,0.00003639999,0.00394379,0.0006111771,0.0002093104,0.000001069904,0.000006541352,0.0007725186],"genre_scores_gemma":[0.9974316,0.0004235547,0.0008264887,0.0004533231,0.0003140777,0.000007994351,0.000009368451,0.00001254763,0.0005210107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06921118,"threshold_uncertainty_score":0.3810655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2419104658168044,"score_gpt":0.4588598254601072,"score_spread":0.2169493596433028,"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."}}