{"id":"W4402197792","doi":"10.3138/cjms.v10i4.29","title":"Sonography Canada Professional Practice Guideline","year":2019,"lang":"en","type":"article","venue":"˜The œCanadian journal of medical sonography.","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Guideline; Medicine; Engineering ethics; Medical physics; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007820435,0.0007879054,0.0007787087,0.004933598,0.003591326,0.003936002,0.004743245,0.009370022,0.03018476],"category_scores_gemma":[0.05173603,0.0006457625,0.001366131,0.004139808,0.002079729,0.00201472,0.002043137,0.00833198,0.01187995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02707947,"about_ca_system_score_gemma":0.202781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7030802,"about_ca_topic_score_gemma":0.8423507,"domain_scores_codex":[0.9862694,0.002510207,0.001613668,0.0005187466,0.007877496,0.001210481],"domain_scores_gemma":[0.8885733,0.007412046,0.002900496,0.0008953616,0.09070186,0.009516997],"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":[0.000012065,0.00007624384,0.0009074499,0.000331525,0.0000102023,0.0001592408,0.0001512588,0.0001470303,0.00009894607,0.002897288,0.9548414,0.04036744],"study_design_scores_gemma":[0.0001183092,0.00004242052,0.006871643,0.005021123,0.00004787148,0.0005953031,0.0005508246,0.0004112297,0.0002204231,0.004080155,0.9819727,0.00006794041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002421683,0.02112155,0.007922792,0.6121793,0.01300085,0.002288476,0.00928022,0.0008064421,0.3309787],"genre_scores_gemma":[0.06960085,0.09092236,0.1237521,0.4068602,0.008720995,0.006338976,0.0373532,0.000677573,0.2557738],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7030802,"threshold_uncertainty_score":0.5973368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05393806900579739,"score_gpt":0.4156792895015054,"score_spread":0.361741220495708,"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."}}