{"id":"W7099033640","doi":"","title":"Fellowship training, workload, fatigue and physical stress: A prospective observational study”. CMAJ","year":2004,"lang":"en","type":"article","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Observational study; Compromise; Nursing staff; MEDLINE; Patient care; Sick leave","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001440337,0.0003223581,0.0003527297,0.0006007808,0.001031454,0.0006122526,0.0003068697,0.0008192654,0.001892674],"category_scores_gemma":[0.003251527,0.0005524299,0.0004502836,0.0007765131,0.0005640758,0.0008065769,0.0006297967,0.001135369,0.0006727704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004567981,"about_ca_system_score_gemma":0.001137536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00567719,"about_ca_topic_score_gemma":0.009980286,"domain_scores_codex":[0.9991288,0.0003408029,0.0000696802,0.0001019034,0.0001193355,0.0002395857],"domain_scores_gemma":[0.9974031,0.0003583174,0.0008908069,0.0001419695,0.0001951267,0.001010713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089568,0.00033379,0.9981456,0.00001166342,0.00002201707,0.00008434166,0.0003682903,0.00001088482,0.00007925947,0.000005456784,0.0001462909,0.0006835535],"study_design_scores_gemma":[0.00001956115,0.001151604,0.9973785,0.000009701411,0.00001198655,0.0002488617,0.0008549354,0.00004445802,0.00002291311,0.000007572224,0.0002439962,0.000005959956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995089,0.00006879192,0.00003412131,0.00004510938,0.000005717708,0.00002929143,0.0001249537,0.000001543848,0.0001815701],"genre_scores_gemma":[0.9991134,0.0001127153,0.0001137679,0.0001259433,0.00002195491,0.0000654259,0.0002461211,0.000001357224,0.0001992589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00567719,"threshold_uncertainty_score":0.01128829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05337515031494039,"score_gpt":0.327361072984424,"score_spread":0.2739859226694836,"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."}}