{"id":"W4403825400","doi":"10.1093/eurpub/ckae144.272","title":"Mothers to Babies & Art of Creation: Canadian stakeholder engagement during intervention development","year":2024,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Intervention (counseling); Stakeholder engagement; Stakeholder; Business; Medicine; Nursing; Political science; Public relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03983302,0.0006634017,0.0006059215,0.001605803,0.0328988,0.007768254,0.003481089,0.00208299,0.009201881],"category_scores_gemma":[0.0324387,0.0007003263,0.000547093,0.001952961,0.008765239,0.002681714,0.01453087,0.003413332,0.0004628947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1167096,"about_ca_system_score_gemma":0.3008632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8947235,"about_ca_topic_score_gemma":0.9567624,"domain_scores_codex":[0.9614237,0.02627128,0.0005692163,0.001662872,0.004327849,0.005745153],"domain_scores_gemma":[0.9690049,0.01302851,0.0008028905,0.001142756,0.006560937,0.009459866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004328435,0.0006481959,0.01959826,0.001926886,0.00006223036,0.001369797,0.5969115,0.0007519264,0.00176948,0.04702472,0.04497541,0.2845287],"study_design_scores_gemma":[0.0002836978,0.0005757226,0.04182667,0.003848252,0.0001200259,0.000325872,0.4590129,0.002181822,0.002199996,0.01714355,0.4722378,0.0002436565],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4637397,0.01025559,0.02200739,0.1177597,0.001084684,0.006317748,0.001240743,0.0003522411,0.3772422],"genre_scores_gemma":[0.9605752,0.002597861,0.01897863,0.003969235,0.00003714141,0.00226524,0.0002121569,0.00009465063,0.01126999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1167096,"threshold_uncertainty_score":0.8467916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2519179350177351,"score_gpt":0.3107892324397589,"score_spread":0.05887129742202379,"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."}}