{"id":"W2089871301","doi":"10.1016/j.acra.2006.01.053","title":"Clinical Decision Rules in Radiology","year":2006,"lang":"en","type":"article","venue":"Academic Radiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Children's Hospital of Winnipeg","funders":"Royal College of Radiologists","keywords":"Radiology; Medicine; Medical physics; Computer science","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":[0.0178139,0.00108183,0.002188183,0.003752792,0.001595311,0.007333948,0.002834956,0.002512922,0.005250133],"category_scores_gemma":[0.07078467,0.0011421,0.001316255,0.00292947,0.002890808,0.006025221,0.001940176,0.003875266,0.001336386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204967,"about_ca_system_score_gemma":0.004764997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006142029,"about_ca_topic_score_gemma":0.006733617,"domain_scores_codex":[0.982913,0.009106576,0.002231386,0.001315096,0.003870746,0.0005631084],"domain_scores_gemma":[0.8957326,0.09115233,0.00279799,0.002511795,0.006268215,0.001537153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004997745,0.00054218,0.009715302,0.001212845,0.000312046,0.002203931,0.0009376404,0.1668786,0.0004072021,0.3741109,0.0524658,0.3907138],"study_design_scores_gemma":[0.0001504463,0.00006066788,0.0007021947,0.0004358515,0.0001344297,0.0007365461,0.0002644938,0.2715083,0.0009285471,0.694254,0.03076832,0.000056221],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.03634354,0.008331488,0.8919768,0.02050678,0.001154947,0.001141376,0.002155529,0.001277447,0.03711192],"genre_scores_gemma":[0.3779034,0.003124449,0.6082824,0.001859074,0.0007566251,0.0005985915,0.00214122,0.0001198856,0.005214247],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0178139,"threshold_uncertainty_score":0.09421009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445162273306549,"score_gpt":0.3705233583596269,"score_spread":0.3460717356265613,"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."}}