{"id":"W4417427814","doi":"10.1093/heapro/daaf219","title":"Policy implementation learnings from the introduction of a mandatory alcohol pregnancy warning label","year":2025,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Warning system; Pregnancy; Product (mathematics); Early warning system; Unit (ring theory); Compliance (psychology); MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.030199,0.0002111943,0.0004060169,0.0006011428,0.002917388,0.005111415,0.001430164,0.002479644,0.004275877],"category_scores_gemma":[0.07505546,0.0006057488,0.0005697509,0.0006606527,0.004241365,0.005934337,0.005046422,0.005379557,0.0004767224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007805897,"about_ca_system_score_gemma":0.01444495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02878037,"about_ca_topic_score_gemma":0.032335,"domain_scores_codex":[0.9818854,0.01144095,0.0006733224,0.000823158,0.002476678,0.002700649],"domain_scores_gemma":[0.9546943,0.02786725,0.005949301,0.002236986,0.00492905,0.004323058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006109278,0.002661322,0.1537195,0.001598079,0.0001001746,0.002288048,0.36143,0.001784226,0.003486179,0.03174159,0.01487497,0.425705],"study_design_scores_gemma":[0.0001184202,0.002958166,0.3246114,0.003182692,0.0001100578,0.0005542134,0.4844927,0.003204901,0.005080459,0.01767945,0.1577464,0.0002611965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095173,0.0006729978,0.001879651,0.05945631,0.0002351013,0.0002248311,0.000078915,0.00006800272,0.02786699],"genre_scores_gemma":[0.9901957,0.0007218298,0.001913315,0.003733804,0.00005732402,0.0001240984,0.00004179055,0.00001690668,0.00319518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.030199,"threshold_uncertainty_score":0.1597095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925560462030412,"score_gpt":0.4000583258755459,"score_spread":0.3708027212552418,"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."}}