{"id":"W2048290981","doi":"10.2486/indhealth.45.750","title":"The Association of Needlestick Injury with Depressive Symptoms among First-year Medical Residents in Japan","year":2007,"lang":"en","type":"article","venue":"Industrial Health","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Occupational Safety and Health, Japan; Ministry of Health, Labour and Welfare","keywords":"Medicine; Depression (economics); Odds ratio; Depressive symptoms; Epidemiology; Confidence interval; Logistic regression; Needlestick injury; Cohort study; Cohort; Psychiatry; Family medicine; Internal medicine; Human immunodeficiency virus (HIV)","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":[0.0004394714,0.0001901996,0.0002938341,0.0005548825,0.0003455007,0.0004037114,0.0002173489,0.0003480912,0.0006068306],"category_scores_gemma":[0.00151088,0.0002873621,0.0003106502,0.0004401712,0.0002006358,0.0001999452,0.0003034229,0.0004161048,0.00007523163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002628037,"about_ca_system_score_gemma":0.0002553585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01370415,"about_ca_topic_score_gemma":0.02580627,"domain_scores_codex":[0.9996998,0.00006842475,0.00003694746,0.00004618565,0.00006396784,0.00008464395],"domain_scores_gemma":[0.9987924,0.0001069268,0.00061176,0.00005663388,0.0001425996,0.0002896013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002163224,0.00001444697,0.9993,0.000004500524,0.00002019324,0.00003681225,0.00005511809,0.000003158157,0.00008661004,0.000001463383,0.00002307075,0.0004328871],"study_design_scores_gemma":[0.000001499832,0.00002815755,0.9997602,0.000001782987,0.000006322197,0.00007232806,0.00008345687,0.00001641626,0.00001165715,0.000001437177,0.00001592555,8.201268e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997559,0.0001290864,0.00001352471,0.00002365625,0.000002444507,0.000002044379,0.00002297187,4.916975e-7,0.00004976923],"genre_scores_gemma":[0.9997715,0.0001025607,0.00002268105,0.00001670156,0.000005997329,0.00000168471,0.00004075435,2.408298e-7,0.00003792078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01370415,"threshold_uncertainty_score":0.02724874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02057971135042055,"score_gpt":0.3259350975378023,"score_spread":0.3053553861873818,"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."}}