{"id":"W3025150599","doi":"10.21037/aoj.2020.04.03","title":"Hip resurfacing for the young arthritic hip","year":2020,"lang":"en","type":"article","venue":"Annals of Joint","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Hip resurfacing; Medicine; Surgery; Arthroplasty","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":[],"consensus_categories":[],"category_scores_codex":[0.0002720256,0.00008745839,0.0002249286,0.00002053906,0.00008168102,0.00001018958,0.00004418106,0.00003377175,0.0001032611],"category_scores_gemma":[0.0004271763,0.00005444102,0.0001555232,0.00006705841,0.00006743656,0.00003988135,0.0000277554,0.0001067883,0.00002323799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002307608,"about_ca_system_score_gemma":0.00004522285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001708707,"about_ca_topic_score_gemma":0.000003391476,"domain_scores_codex":[0.9991943,0.00001611404,0.0002618612,0.0001402437,0.0001758939,0.0002116466],"domain_scores_gemma":[0.9994172,0.0001244136,0.00007610027,0.0001594586,0.0001044499,0.0001183308],"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":[0.002609786,0.00046803,0.02383513,0.001915662,0.0009331456,0.0003437451,0.009102658,0.0001696592,0.06835125,0.008699794,0.3680053,0.5155658],"study_design_scores_gemma":[0.01026136,0.006534184,0.1556195,0.001646422,0.0005163329,0.0007374084,0.00504887,0.008536711,0.208927,0.00187925,0.5993887,0.0009042314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594108,0.003782245,0.00250479,0.1286891,0.0004733729,0.0009603898,0.00009566801,0.00008121185,0.004002396],"genre_scores_gemma":[0.9923005,0.0003200734,0.0003058706,0.006519538,0.0003390331,0.000009479211,0.00000728712,0.0000135516,0.0001846596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5146616,"threshold_uncertainty_score":0.222004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558884409847749,"score_gpt":0.3318374791816229,"score_spread":0.175949038196848,"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."}}