{"id":"W2802909156","doi":"10.1016/j.jacr.2018.03.038","title":"The ACR Appropriateness Criteria® Patient Engagement Subcommittee","year":2018,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Reimbursement; Scopus; Medicine; Family medicine; MEDLINE; Appropriate Use Criteria; Family centered care; Patient care; Health care; Nursing; Internal medicine","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":[0.05672155,0.001122532,0.003837311,0.00724591,0.003610263,0.007879536,0.003690035,0.01250007,0.01635786],"category_scores_gemma":[0.2632636,0.001157755,0.003675099,0.005325745,0.00188975,0.002595244,0.004249029,0.01327165,0.0109447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004055405,"about_ca_system_score_gemma":0.0257541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009485525,"about_ca_topic_score_gemma":0.0182152,"domain_scores_codex":[0.889439,0.03101909,0.03505262,0.002577343,0.03663789,0.005274049],"domain_scores_gemma":[0.5786375,0.1107748,0.04643534,0.01281601,0.231448,0.01988848],"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":[0.0003701799,0.0001990614,0.01131532,0.0007426119,0.0001144101,0.0006441986,0.0002836901,0.0005556374,0.0007986838,0.007087983,0.8986018,0.07928631],"study_design_scores_gemma":[0.0006169287,0.000287667,0.03418583,0.004068071,0.0002510838,0.002173004,0.0006001127,0.005106472,0.001591365,0.01267595,0.9382076,0.0002358327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02000161,0.01156918,0.06698085,0.5167577,0.06234725,0.01908487,0.01540578,0.002552702,0.2853001],"genre_scores_gemma":[0.2063903,0.01057614,0.1719857,0.3650914,0.07902995,0.03656451,0.03372361,0.002315447,0.09432312],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05672155,"threshold_uncertainty_score":0.2999758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764283564653791,"score_gpt":0.2620196427724338,"score_spread":0.2443768071258959,"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."}}