{"id":"W2396879385","doi":"","title":"Electrocardiography teaching in Canadian family medicine residency programs: a national survey.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Accreditation; Curriculum; Medical education; Family medicine; Medicine; Medical school; Residency training; Psychology; Continuing education; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002566931,0.0001218689,0.0002800254,0.0009809581,0.0000745684,0.0000100628,0.0001028413,0.00007782989,0.000008691213],"category_scores_gemma":[0.0006456923,0.0001030929,0.00009457272,0.0008380041,0.00005650001,0.00006402222,0.000009613545,0.0003213225,0.000005734365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298116,"about_ca_system_score_gemma":0.0002291589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5911397,"about_ca_topic_score_gemma":0.3838976,"domain_scores_codex":[0.9983559,0.0001480118,0.0002616394,0.0002527864,0.0003836603,0.0005980202],"domain_scores_gemma":[0.9992005,0.00005235652,0.00004715811,0.0001712808,0.0001002649,0.0004284366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000302862,0.00005009592,0.9600936,0.00001130271,0.0001083302,0.00004098789,0.0002191225,1.818358e-7,0.00001177644,0.0001724305,0.0009356016,0.03832626],"study_design_scores_gemma":[0.0004525903,0.00005204997,0.9967465,0.00004291323,0.00005679885,0.000007771384,0.0001291386,0.00001541114,0.00001615227,0.0004558068,0.00192624,0.00009866708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7657979,0.001460695,0.00003134592,0.0009324442,0.0002381047,0.0007594681,0.000006547573,0.0001104726,0.230663],"genre_scores_gemma":[0.9979764,0.00005111039,0.0003390092,0.0003648299,0.0002891553,0.0004621689,0.00005758072,0.00001694683,0.0004428542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2321784,"threshold_uncertainty_score":0.6273447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09543456103524568,"score_gpt":0.2847394760415663,"score_spread":0.1893049150063206,"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."}}