{"id":"W4221018940","doi":"10.1111/jan.15204","title":"The <scp> <b>TARGET</b> </scp> Nurses' health cohort study protocol: <i>T</i> owards <i>a r</i> evolution in <i>ge</i> tting nurses' health <i>t</i> icked","year":2022,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Family medicine; Public health; Cohort; Nursing; China; Cohort study; Health care; Gerontology","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01701994,0.0006643632,0.001714531,0.0006660773,0.009271694,0.00007354601,0.001047179,0.0001870896,0.00003026328],"category_scores_gemma":[0.001125352,0.0005599339,0.0003397482,0.002308573,0.0002114986,0.0007923003,0.0002237918,0.006068668,0.00001736303],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008731902,"about_ca_system_score_gemma":0.007137331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003849028,"about_ca_topic_score_gemma":0.0002539618,"domain_scores_codex":[0.9813196,0.007294296,0.004925731,0.0008337381,0.00243658,0.003190067],"domain_scores_gemma":[0.9888895,0.002542303,0.006064426,0.0008607225,0.0005802924,0.001062753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002427433,0.005159321,0.6201302,0.001129806,0.0001496537,0.0001573645,0.104404,0.02072341,0.0003898533,0.001401575,0.1385483,0.1053791],"study_design_scores_gemma":[0.01423111,0.006917821,0.07973127,0.004502463,0.00007053903,0.0002937328,0.3544493,0.000555124,0.00005348496,0.00542235,0.5333411,0.0004316552],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4521257,0.0101699,0.004613158,0.05006089,0.04470117,0.4218005,0.0001111631,0.0007611815,0.01565635],"genre_scores_gemma":[0.8726687,0.0006749726,0.008364297,0.02140656,0.005120209,0.08760505,0.00005769418,0.0006973861,0.003405087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5403989,"threshold_uncertainty_score":0.9996852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564895531799181,"score_gpt":0.4053367974060721,"score_spread":0.3896878420880803,"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."}}