{"id":"W3017984983","doi":"10.1016/j.jmir.2020.01.006","title":"Toward an Improved Wrist View: Qualitative and Quantitative Investigation of the 20° Axial Lateral Wrist X-Ray","year":2020,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta Hospital; University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Wrist; Medicine; Radiography; Orthopedic surgery; Orthodontics; Ulnar deviation; Joint (building); Radiology; Nuclear medicine; Surgery","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":[0.003090448,0.0004289277,0.0002280348,0.004043535,0.0003685958,0.002202109,0.0005023549,0.0009839404,0.004936432],"category_scores_gemma":[0.004948101,0.0005586711,0.0002158527,0.001061728,0.0008791291,0.001320593,0.000936774,0.0006913673,0.000731496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116626,"about_ca_system_score_gemma":0.0005541999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165782,"about_ca_topic_score_gemma":0.00292028,"domain_scores_codex":[0.9992296,0.0002085421,0.0001056225,0.00008080762,0.0003031053,0.00007233048],"domain_scores_gemma":[0.997088,0.00122403,0.0002731941,0.0002056541,0.001059398,0.0001497573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00155769,0.0001246654,0.06180248,0.001664576,0.0001028703,0.001875928,0.003541751,0.003147938,0.8416194,0.001841161,0.0009157392,0.08180586],"study_design_scores_gemma":[0.0001242099,0.0009781637,0.6210307,0.0007600544,0.0005612334,0.02494369,0.01120851,0.03953285,0.2798065,0.003038485,0.01761941,0.0003961281],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8316211,0.003359474,0.1514975,0.000901536,0.00008720816,0.0003053713,0.001117165,0.0006610811,0.0104494],"genre_scores_gemma":[0.928379,0.001169299,0.06719907,0.0002748603,0.00008383277,0.00007068596,0.0003556309,0.0003479597,0.002119635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004936432,"threshold_uncertainty_score":0.016514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05205430558099189,"score_gpt":0.3718163950435907,"score_spread":0.3197620894625988,"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."}}