{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009797119,0.00008438103,0.000226524,0.0008250175,0.0001641311,0.0001761803,0.0002140143,0.00001313988,0.0007714108],"category_scores_gemma":[0.0002114917,0.00009166881,0.00008220803,0.0003135802,0.0000166299,0.0002588076,0.00004291284,0.000213394,0.0002873799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008352564,"about_ca_system_score_gemma":0.0004931348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128867,"about_ca_topic_score_gemma":0.006310896,"domain_scores_codex":[0.9982525,0.0003592642,0.0009634011,0.00009445153,0.00006989649,0.0002605539],"domain_scores_gemma":[0.9990955,0.00002636903,0.0003103607,0.0001149857,0.00007221986,0.0003805386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001515095,0.0003430434,0.05099779,0.0007703431,0.0008393782,0.00006906821,0.2376048,0.0001375683,0.0000268743,0.02058864,0.05016275,0.6384446],"study_design_scores_gemma":[0.0001901358,0.00007101727,0.2900985,0.0001624654,0.000001192179,0.000007657033,0.001066613,0.000003959748,0.000005450298,0.00009045603,0.7082149,0.00008766988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9353012,0.001301236,0.01570313,0.01508238,0.0006841762,0.000145967,0.00002121764,0.00001853159,0.0317422],"genre_scores_gemma":[0.9939904,0.0001181375,0.002237233,0.000262236,0.00009255534,8.122652e-7,0.000009646515,0.00002138002,0.003267627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6580521,"threshold_uncertainty_score":0.8446407,"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."}}