{"id":"W6908493874","doi":"10.26181/19882507","title":"Workplace violence against emergency health care workers: What Strategies do Workers use?","year":2022,"lang":"en","type":"article","venue":"La Trobe University","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Health care; Thematic analysis; Workplace violence; Occupational safety and health; Focus group; Harm; Poison control; Suicide prevention","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000595647,0.0001858479,0.000218485,0.000159781,0.003448113,0.0003314092,0.0007174169,0.00009713605,0.0006096626],"category_scores_gemma":[0.00003191979,0.0002267891,0.0001516231,0.001211791,0.000240855,0.001908222,0.0002960371,0.0004896368,0.00002498005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009116094,"about_ca_system_score_gemma":0.0008206045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006372094,"about_ca_topic_score_gemma":0.003711349,"domain_scores_codex":[0.9971923,0.0009566201,0.0001740471,0.0004563349,0.0005645635,0.0006561971],"domain_scores_gemma":[0.999018,0.0001917986,0.0001917049,0.000292314,0.00007360218,0.0002326195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004325499,0.0001901251,0.7386765,0.00006591457,0.0001034456,0.0002330162,0.14942,0.009166959,0.00001807072,0.01678542,0.01996848,0.06493956],"study_design_scores_gemma":[0.0002517188,0.0000482764,0.007166604,0.0002750452,0.00001424198,5.59138e-7,0.8211444,0.000005602694,0.000001268894,0.0001585723,0.1706755,0.0002581551],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750775,0.003084997,0.0002561061,0.001937702,0.0011088,0.0004306254,0.00002381262,0.0002723299,0.0178082],"genre_scores_gemma":[0.9890741,0.00732169,0.0003182838,0.0001743434,0.0001025126,0.000003285093,0.00001788029,0.00001515358,0.002972775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7315099,"threshold_uncertainty_score":0.9978493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155688402260699,"score_gpt":0.2692424459553668,"score_spread":0.2536736057292969,"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."}}