{"id":"W4367184394","doi":"10.24908/pocus.v8i1.16153","title":"Recommendations for POCUS Curriculum in Canadian Undergraduate Medical Education: Consensus from the Inaugural Seguin Canadian POCUS Education Conference","year":2023,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Ottawa Hospital; University of British Columbia; University of Ottawa","funders":"Canadian Association of Emergency Physicians","keywords":"Curriculum; Medical education; Point of care ultrasound; Medicine; Psychology; Pedagogy; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001157883,0.0002104068,0.0003023804,0.0004321992,0.0006571183,0.0001582736,0.0004292178,0.0002352963,0.001686285],"category_scores_gemma":[0.005009747,0.0001669816,0.0001362068,0.0008950427,0.0001811647,0.00009502314,0.00002488584,0.00100483,0.0003298959],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188232,"about_ca_system_score_gemma":0.03615048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.84047,"about_ca_topic_score_gemma":0.9749852,"domain_scores_codex":[0.9975234,0.0001881924,0.000801908,0.0003443004,0.0003941441,0.0007480271],"domain_scores_gemma":[0.9954589,0.001174616,0.0002131229,0.0004275044,0.0006629323,0.002062921],"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":[0.00002714395,0.0003648462,0.2394775,0.0000148295,0.0001024158,0.00002325414,0.0006756308,0.000004686702,0.00002503373,0.01963099,0.667796,0.07185773],"study_design_scores_gemma":[0.001609901,0.0001255853,0.2520579,0.0004991798,0.0001629036,0.0008329261,0.004559675,0.0009458927,0.00001179874,0.1058069,0.6329998,0.0003875056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2897124,0.0003045319,0.0001038122,0.6998016,0.002213861,0.0009625364,0.0002900892,0.00004809942,0.006563124],"genre_scores_gemma":[0.9823252,0.0004096137,0.00270759,0.009927881,0.001311555,0.00030201,0.0008502114,0.00003850041,0.002127462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6926128,"threshold_uncertainty_score":0.9992263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05125763510922268,"score_gpt":0.3823286815761016,"score_spread":0.331071046466879,"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."}}