{"id":"W4409818564","doi":"10.1136/bmjph-2024-001206","title":"Towards development of guidelines for harnessing implementation science for suicide prevention: an international Delphi expert consensus study","year":2025,"lang":"en","type":"article","venue":"BMJ Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Memorial University of Newfoundland; Centre for Addiction and Mental Health; Health Sciences Centre; Ottawa Hospital","funders":"Griffith University; Department of Health and Aged Care, Australian Government; Australian Government","keywords":"Thematic analysis; Context (archaeology); Delphi method; Psychological intervention; Medical education; Knowledge translation; Stakeholder; Psychology; Intervention (counseling); Medicine; Qualitative research; Public relations; Knowledge management; Nursing; Political science; Computer science; Sociology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4189752,0.002392503,0.002972792,0.01398735,0.007837721,0.008824511,0.007640134,0.00691963,0.006318411],"category_scores_gemma":[0.329457,0.002869874,0.00502033,0.006986063,0.008754408,0.009841641,0.02776362,0.009405354,0.002463989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01311366,"about_ca_system_score_gemma":0.08170482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005737837,"about_ca_topic_score_gemma":0.00735506,"domain_scores_codex":[0.61151,0.3053363,0.0381478,0.008105225,0.02757047,0.009330124],"domain_scores_gemma":[0.7015328,0.1598633,0.01106631,0.01456914,0.1038468,0.009121605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000445731,0.0007687152,0.005386578,0.01395226,0.0004049726,0.002011949,0.4987366,0.005562053,0.006087522,0.04818099,0.0339507,0.3845118],"study_design_scores_gemma":[0.0007319665,0.001205952,0.008440151,0.05522471,0.0006245307,0.001587838,0.4990125,0.0251095,0.00644644,0.1183172,0.2824284,0.0008708343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0891519,0.004105167,0.7041526,0.03595521,0.002710975,0.1311459,0.0009050969,0.0008434131,0.03102969],"genre_scores_gemma":[0.1440007,0.00325289,0.7543983,0.005106081,0.0001958671,0.08857372,0.0008644707,0.0002877478,0.003320117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4189752,"threshold_uncertainty_score":0.716507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8948744976916502,"score_gpt":0.7987789692730506,"score_spread":0.09609552841859959,"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."}}