{"id":"W4387666612","doi":"10.1136/military-2023-002557","title":"Risk assessment of aviators with a total hip arthroplasty","year":2023,"lang":"en","type":"letter","venue":"BMJ Military Health","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Department of National Defence; McGill University Health Centre; Canadian Armed Forces","funders":"","keywords":"Total hip arthroplasty; Arthroplasty; Medicine; Hip arthroplasty; Surgery; Physical therapy","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":[0.001677109,0.0003496582,0.0005671378,0.0007825244,0.001992366,0.001601361,0.000687861,0.01734018,0.00545651],"category_scores_gemma":[0.01888863,0.0003568209,0.0008232433,0.0004916567,0.0006408921,0.0009923101,0.0008312362,0.008465404,0.001550081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564658,"about_ca_system_score_gemma":0.002316528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01361032,"about_ca_topic_score_gemma":0.02315153,"domain_scores_codex":[0.9982621,0.0007680845,0.0002619629,0.00008780174,0.0003782099,0.0002419055],"domain_scores_gemma":[0.9947865,0.002745593,0.0005087946,0.0001447579,0.0009032552,0.0009111403],"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":[0.0006205042,0.0004273323,0.2448559,0.0002804062,0.0001877829,0.0619559,0.001864704,0.0007973445,0.001361827,0.00386479,0.6265749,0.05720861],"study_design_scores_gemma":[0.0005262425,0.001845455,0.2832036,0.003434738,0.0005463546,0.1318769,0.01346652,0.01269007,0.001041026,0.03097376,0.5200757,0.0003197221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.03666764,0.001955172,0.0005367001,0.9352664,0.00554585,0.00004612495,0.0002817085,0.00004229779,0.01965813],"genre_scores_gemma":[0.3789862,0.002870646,0.002088298,0.549715,0.04022017,0.0001134966,0.0003817674,0.00005803334,0.02556618],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01734018,"threshold_uncertainty_score":0.02706224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588091615381576,"score_gpt":0.3405148646781129,"score_spread":0.3246339485242971,"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."}}