{"id":"W2605691492","doi":"10.1016/j.jacr.2017.02.031","title":"MRI Before Radiography for Patients With New Shoulder Conditions","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Orthopedic surgery; Radiography; Magnetic resonance imaging; Radiology; Physical therapy; Surgery","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":[0.0002184645,0.00009893235,0.0005452052,0.0001527069,0.0002390573,0.000005933284,0.0003253336,0.00004801556,0.00002060178],"category_scores_gemma":[0.0004076386,0.00005538913,0.0002515344,0.0001206128,0.0007943921,0.0001376829,0.00001927073,0.0001960555,3.940176e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004306297,"about_ca_system_score_gemma":0.0003686958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003588751,"about_ca_topic_score_gemma":0.00001500396,"domain_scores_codex":[0.9992195,0.00006006973,0.0003302931,0.0001007921,0.0001244342,0.0001649039],"domain_scores_gemma":[0.9968253,0.0001876769,0.002155778,0.0003986328,0.0003144993,0.0001180985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001676723,0.0001942825,0.8784649,0.00001407111,0.0005944812,0.000005316149,0.0001190898,0.00002920649,0.0001384489,0.0004974406,0.1173752,0.0008909072],"study_design_scores_gemma":[0.002702486,0.004687508,0.9742776,0.00004658249,0.0005050895,0.001091936,0.0002574793,0.00002077711,0.00004687096,0.000674476,0.0156295,0.00005967588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735577,0.00009617392,0.0004668434,0.02461598,0.0006765373,0.0003378601,0.00005599442,0.000002790006,0.0001901239],"genre_scores_gemma":[0.9931608,0.00007758658,0.005287304,0.0005873865,0.0004602584,0.00000471804,0.000004638807,0.00001327565,0.000404062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1017457,"threshold_uncertainty_score":0.2926971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386101613128479,"score_gpt":0.3161917465537259,"score_spread":0.3023307304224412,"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."}}