{"id":"W6889043360","doi":"10.25384/sage.24145665.v1","title":"Supplemental Material - Canadian Association of Radiologists Musculoskeletal System Diagnostic Imaging Referral Guideline","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ottawa Hospital","funders":"","keywords":"Guideline; Referral; Appropriateness criteria; Association (psychology); Medical imaging; Diagnostic test","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001193604,0.0008519175,0.001669242,0.004743732,0.001564249,0.00227481,0.002298172,0.004055041,0.637276],"category_scores_gemma":[0.02096166,0.0006781165,0.0009569898,0.003198975,0.0005749661,0.001621012,0.001353697,0.002536158,0.1923701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005487554,"about_ca_system_score_gemma":0.01140247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1247319,"about_ca_topic_score_gemma":0.2645269,"domain_scores_codex":[0.9984246,0.0001630212,0.0002795545,0.0001167116,0.000778789,0.0002372775],"domain_scores_gemma":[0.979175,0.003729335,0.001017147,0.0003157742,0.01394641,0.00181632],"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":[0.000007686044,0.00002269436,0.0001457206,0.0001213457,0.000001965621,0.00003584558,0.000007758082,0.00002629406,0.00001505518,0.0002234227,0.9902722,0.009120004],"study_design_scores_gemma":[0.0001633179,0.00003071947,0.00773213,0.00178858,0.00002573274,0.001182522,0.00009976981,0.0002143607,0.00008565505,0.002067905,0.9865488,0.00006054311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001495021,0.01322927,0.00438094,0.07129453,0.01091582,0.005108291,0.2727225,0.003514294,0.6173393],"genre_scores_gemma":[0.02075586,0.02090781,0.02383108,0.09988595,0.01163769,0.004915793,0.3663025,0.002079627,0.4496837],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8752681,"threshold_uncertainty_score":0.5173818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239635892265737,"score_gpt":0.3335444254891848,"score_spread":0.3011480665665274,"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."}}