{"id":"W1581433366","doi":"10.1111/j.1553-2712.2012.01430.x","title":"The Current State of Ultrasound Training in Canadian Emergency Medicine Programs: Perspectives From Program Directors","year":2012,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; Royal Columbian Hospital","funders":"Agency for Healthcare Research and Quality; Johns Hopkins University; Colorado Department of Public Health and Environment","keywords":"Medicine; Graduation (instrument); Accreditation; Residency training; Curriculum; Family medicine; Radiology; Emergency medicine; Medical education; Continuing education","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":[],"consensus_categories":[],"category_scores_codex":[0.005356887,0.0002057491,0.0002335784,0.002274155,0.003316317,0.002718838,0.001502934,0.0006514287,0.003447332],"category_scores_gemma":[0.02207303,0.0003184331,0.0002562213,0.003854027,0.001782713,0.001065876,0.001765411,0.001006786,0.0002468814],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0306698,"about_ca_system_score_gemma":0.04580573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8778733,"about_ca_topic_score_gemma":0.9057188,"domain_scores_codex":[0.9925042,0.001083979,0.0002920032,0.0004227975,0.003172594,0.002524368],"domain_scores_gemma":[0.9645295,0.003352088,0.004103685,0.0003038454,0.01228609,0.01542496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000177401,0.0001692295,0.8953757,0.0003235883,0.00004628308,0.0002689537,0.02036416,0.0002499726,0.0004868316,0.0006621127,0.0192046,0.06267121],"study_design_scores_gemma":[0.00001404668,0.0001139729,0.9519813,0.0002122291,0.00002030338,0.0001554745,0.02854193,0.000209863,0.0001982332,0.00005259074,0.01846462,0.00003555265],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519846,0.003228529,0.0003431561,0.0256354,0.00015532,0.00008328036,0.001473037,0.00006437163,0.01703213],"genre_scores_gemma":[0.9934078,0.002476883,0.000277095,0.001778632,0.00008130412,0.00002964171,0.0005093309,0.00001378131,0.001425408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9693302,"threshold_uncertainty_score":0.2456918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09948878133609655,"score_gpt":0.4288862793650033,"score_spread":0.3293974980289068,"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."}}