{"id":"W3203825253","doi":"","title":"Risks and Protocols for Occupational Infections in Norwegian Nursing Programs","year":2021,"lang":"en","type":"article","venue":"Duo Research Archive (University of Oslo)","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Norwegian; Nursing; Medicine; Population; Affect (linguistics); Environmental health; Risk of infection; Family medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006484892,0.00006904506,0.0002017797,0.0004555172,0.000351942,0.00001578466,0.00006334001,0.00006900694,0.00007718138],"category_scores_gemma":[0.0006407189,0.00008516943,0.00007403376,0.0004903732,0.0004054912,0.0001154742,0.00006663021,0.0004241119,0.000006144052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765207,"about_ca_system_score_gemma":0.0007071345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008455156,"about_ca_topic_score_gemma":0.002366721,"domain_scores_codex":[0.9986578,0.0002911476,0.0001192087,0.0002701728,0.0003207758,0.0003409168],"domain_scores_gemma":[0.9982566,0.0004871538,0.00004603379,0.000188719,0.0008397197,0.0001818042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002484099,0.001750534,0.7093481,0.001234309,0.0001054027,0.0001711208,0.005519676,0.00002605623,0.005520187,0.01632255,0.001463234,0.2560547],"study_design_scores_gemma":[0.005590833,0.00162805,0.9612989,0.001047675,0.00002224899,0.00009607324,0.004955824,0.005159572,0.0001495342,0.007321988,0.01260054,0.0001287574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8938567,0.00007800221,0.04847886,0.0119673,0.00009867695,0.03302844,0.0002129799,0.00008834734,0.01219072],"genre_scores_gemma":[0.9875342,0.00002982866,0.01156845,0.00003007137,0.00007791379,0.0002856925,0.000141288,0.00001192497,0.0003206002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.255926,"threshold_uncertainty_score":0.3473109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1629480434683918,"score_gpt":0.431999813194049,"score_spread":0.2690517697256571,"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."}}