{"id":"W2512629852","doi":"10.1016/j.eats.2016.04.006","title":"Ultrasound‐Guided Portal Placement for Hip Arthroscopy","year":2016,"lang":"en","type":"article","venue":"Arthroscopy Techniques","topic":"Hip disorders and treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"DePuy Synthes Spine; Smith and Nephew","keywords":"Medicine; Hip arthroscopy; Arthroscopy; Ultrasound; Surgery; Radiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007940332,0.0006319201,0.0002869701,0.001661136,0.0005804916,0.0007764081,0.0004359575,0.001098745,0.004482682],"category_scores_gemma":[0.002751661,0.0003287199,0.0006130145,0.0008251015,0.0007938705,0.001398811,0.0008002765,0.001522181,0.002041444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001999913,"about_ca_system_score_gemma":0.0007710908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007175189,"about_ca_topic_score_gemma":0.001853769,"domain_scores_codex":[0.9995788,0.0001236676,0.00006206453,0.0000400535,0.0001386555,0.00005673536],"domain_scores_gemma":[0.9992236,0.000280222,0.0001476441,0.0001245415,0.00008855914,0.0001355705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001231927,0.0004897385,0.01004324,0.001505402,0.00009734473,0.05760826,0.00102643,0.001420877,0.1739867,0.004162456,0.01769054,0.7307373],"study_design_scores_gemma":[0.0003921253,0.003512626,0.0258818,0.0007683416,0.0001816571,0.7087858,0.0003828249,0.006135667,0.08098116,0.003293492,0.1694321,0.0002523264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2340773,0.05516306,0.642158,0.004391928,0.002331079,0.0008670852,0.0003660134,0.005842561,0.05480295],"genre_scores_gemma":[0.5302721,0.02267712,0.4368006,0.001557524,0.001009265,0.000220711,0.000270153,0.0004387917,0.006753796],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004482682,"threshold_uncertainty_score":0.01499605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131963870426089,"score_gpt":0.3365631024360731,"score_spread":0.3152434637318122,"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."}}