{"id":"W2417079337","doi":"10.1017/s1481803500011532","title":"Transition to practice","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queensway-Carleton Hospital","funders":"","keywords":"Medicine; Transition (genetics); Action (physics); Internet privacy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.004597893,0.0002323412,0.0002627008,0.001054739,0.005391506,0.007256389,0.001407876,0.003417467,0.1130415],"category_scores_gemma":[0.02136837,0.0003682837,0.0006003304,0.0008226066,0.002206792,0.004276675,0.007851753,0.005866217,0.03024338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004165184,"about_ca_system_score_gemma":0.03155354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007735949,"about_ca_topic_score_gemma":0.01899542,"domain_scores_codex":[0.9923734,0.00145003,0.0003501674,0.000690771,0.00242733,0.002708316],"domain_scores_gemma":[0.9631249,0.001396898,0.0007412104,0.0009419321,0.006087772,0.0277073],"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":[0.0001274202,0.001901789,0.0273906,0.0002386309,0.00001674765,0.001832265,0.02325754,0.0001375008,0.001064254,0.05018243,0.5461304,0.3477205],"study_design_scores_gemma":[0.00006472712,0.0003449725,0.04292551,0.0007878616,0.000007813416,0.001397036,0.04539327,0.0002811679,0.0003613569,0.01446833,0.8939289,0.00003894292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1019445,0.001685208,0.00346058,0.3004934,0.009886909,0.0006420562,0.0004224576,0.0003996054,0.5810652],"genre_scores_gemma":[0.4542461,0.00168302,0.005772957,0.05969925,0.001444343,0.0005470899,0.0006534263,0.0001885596,0.4757653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1130415,"threshold_uncertainty_score":0.3781616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212727288002548,"score_gpt":0.5014601205073143,"score_spread":0.3801873917070595,"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."}}