{"id":"W2989879300","doi":"10.1177/1078390319886369","title":"Substance Use in Registered Nurses: “I Heard About a Nurse Who . . .”","year":2019,"lang":"en","type":"article","venue":"Journal of the American Psychiatric Nurses Association","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Council of State Boards of Nursing","keywords":"Stressor; Psychology; Nursing; Content analysis; Coping (psychology); Vulnerability (computing); Population; Qualitative research; Quarter (Canadian coin); Substance use; Medicine; Clinical psychology","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":[0.005376356,0.000381869,0.0003782394,0.000370718,0.004650499,0.00193672,0.001039538,0.002548289,0.002856988],"category_scores_gemma":[0.02208772,0.0004293912,0.0004007723,0.0005493527,0.002969016,0.002582985,0.002705251,0.00317782,0.0008906141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258746,"about_ca_system_score_gemma":0.005214535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01228097,"about_ca_topic_score_gemma":0.02374624,"domain_scores_codex":[0.994563,0.003438179,0.0002731934,0.0003631498,0.0009071619,0.000455359],"domain_scores_gemma":[0.9905798,0.003532761,0.002128421,0.0002924415,0.001925799,0.001540923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009093287,0.0001043595,0.04558925,0.001477167,0.00003973366,0.003967284,0.8233612,0.0000791343,0.001847781,0.0009410304,0.06111881,0.06138334],"study_design_scores_gemma":[0.00001062402,0.0002427915,0.01789332,0.001284533,0.00002321249,0.003171778,0.901898,0.00008745087,0.0002961513,0.0003204068,0.07470553,0.00006636517],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8467288,0.01051108,0.002629881,0.1104833,0.006314768,0.000382129,0.0003872601,0.0001553882,0.02240742],"genre_scores_gemma":[0.8985472,0.01067405,0.002515009,0.07507787,0.0009960091,0.0005288468,0.000221894,0.00009159477,0.01134769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01228097,"threshold_uncertainty_score":0.0284332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03430795729362457,"score_gpt":0.409463974869811,"score_spread":0.3751560175761864,"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."}}