{"id":"W4388626043","doi":"10.1186/s12245-023-00555-4","title":"Awareness and use of five imaging decision rules for musculoskeletal injuries: a systematic review","year":2023,"lang":"en","type":"review","venue":"International Journal of Emergency Medicine","topic":"Radiology practices and education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Systematic review; Observational study; Guideline; Knowledge translation; Family medicine; Meta-analysis; Nursing; Psychological intervention; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001774701,0.0002624224,0.002699907,0.0006474743,0.00003608918,0.000005880768,0.000293924,0.0001029721,0.0001559205],"category_scores_gemma":[0.01528637,0.000158785,0.0006136213,0.00021586,0.00007979447,0.0002599386,0.00005025579,0.0002817684,0.000005434194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044445,"about_ca_system_score_gemma":0.0003656573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000356351,"about_ca_topic_score_gemma":0.000002652823,"domain_scores_codex":[0.9960057,0.0001590818,0.002866471,0.0002047128,0.0006303703,0.0001337019],"domain_scores_gemma":[0.9925131,0.001806309,0.003550434,0.0002250364,0.001779686,0.0001254323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009272272,0.00008193952,0.0001240731,0.9239707,0.002270932,0.00003445408,0.000188939,5.368316e-7,0.000001994149,0.0001070418,0.0186763,0.05445037],"study_design_scores_gemma":[0.0004377569,0.0002703545,0.00005674795,0.8136759,0.01088171,0.0007312815,0.0001675124,0.00004631951,1.356356e-7,0.0001694938,0.1734444,0.0001183538],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003067752,0.9910617,0.0005583742,0.001242166,0.005676079,0.001083786,0.00004584126,0.000007223764,0.00001808044],"genre_scores_gemma":[0.00002121743,0.9974858,0.0005435123,0.00007328275,0.001274025,0.00005847955,0.0001327733,0.00003810829,0.0003728109],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1547681,"threshold_uncertainty_score":0.9930083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508987385337562,"score_gpt":0.5125663560966512,"score_spread":0.361667617562895,"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."}}