{"id":"W2899315273","doi":"10.1186/s13033-018-0245-8","title":"Feasibility and acceptability of strategies to address mental health and mental ill-health in the Australian coal mining industry","year":2018,"lang":"en","type":"article","venue":"International Journal of Mental Health Systems","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Research; Australian Coal Industry’s Research Program; McGill University","keywords":"Mental health; Supervisor; Psychology; Nursing; Coal mining; Medicine; Medical education; Applied psychology; Psychiatry; Management; Engineering; Coal","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0163927,0.0002855884,0.0003856051,0.0004816727,0.001114813,0.001135804,0.001318203,0.0009021032,0.00219407],"category_scores_gemma":[0.04563956,0.0003808561,0.0006075748,0.0002895678,0.0007687345,0.0009051175,0.00217829,0.001053491,0.0002686667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567765,"about_ca_system_score_gemma":0.004791241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01458443,"about_ca_topic_score_gemma":0.01700069,"domain_scores_codex":[0.9857417,0.009267677,0.0006237034,0.0004135507,0.002647739,0.001305558],"domain_scores_gemma":[0.9855355,0.00649794,0.002065857,0.0007496925,0.002900427,0.002250557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.003041128,0.0502507,0.4149516,0.001463344,0.0002483643,0.0007800035,0.06956768,0.001389127,0.007784879,0.0004838471,0.001096833,0.4489425],"study_design_scores_gemma":[0.000468098,0.0358455,0.9214081,0.0003227859,0.0001213128,0.0002046103,0.03324631,0.002924366,0.001945415,0.0002475932,0.003213087,0.00005289475],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980439,0.00003255593,0.0001471759,0.0001867866,0.000006732251,0.0005515236,0.000009186324,0.000004857973,0.001017204],"genre_scores_gemma":[0.997315,0.00008813544,0.001148375,0.00008885998,0.000008414093,0.000712936,0.0000246017,0.000002012914,0.0006116467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0163927,"threshold_uncertainty_score":0.08669394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405962697759806,"score_gpt":0.5013866100368796,"score_spread":0.360790340260899,"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."}}