{"id":"W2266015186","doi":"10.21225/d5230r","title":"Survey of Distance Learning Provision in Continuing Health Professional Education in Canada","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Health Canada","keywords":"Distance education; Continuing education; Health care; Professional development; Professional association; Continuing professional development; Nursing; Rural area; Population; Health education; Public relations; Continuing medical education; Medicine; Medical education; Economic growth; Sociology; Political science; Public health; Environmental health; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.002593926,0.0001162416,0.0003776533,0.000578183,0.0002064566,0.000005982869,0.0002016124,0.00009746014,0.00007738247],"category_scores_gemma":[0.001645411,0.0001348906,0.00002706678,0.0007460574,0.00003451659,0.000253916,0.00001021473,0.0008168519,0.000001481464],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007073286,"about_ca_system_score_gemma":0.1067407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983112,"about_ca_topic_score_gemma":0.9989433,"domain_scores_codex":[0.9960036,0.002334201,0.0007943014,0.0001616604,0.0002120201,0.0004942172],"domain_scores_gemma":[0.9969305,0.000446938,0.001161886,0.0001263101,0.000849177,0.0004852188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004476218,0.00003716548,0.9486169,0.0001264697,0.00000229348,0.000005034225,0.008369024,0.00007911555,0.000004457248,0.0006296225,0.003327327,0.03875779],"study_design_scores_gemma":[0.0005272013,0.000040446,0.8425143,0.005425263,0.000003546347,0.000003002672,0.1029669,0.00003097526,0.000003439546,0.00003783063,0.04834361,0.0001034189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936841,0.001465448,0.00004386656,0.00072338,0.002181648,0.0004756134,0.00001160241,0.000002796004,0.001411518],"genre_scores_gemma":[0.9964773,0.0000745869,0.0002750517,0.0001315506,0.00003610327,9.965081e-7,0.00002458151,0.00001112778,0.00296867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1061026,"threshold_uncertainty_score":0.9967384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517605414279203,"score_gpt":0.3284832313126041,"score_spread":0.313307177169812,"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."}}