{"id":"W4400387382","doi":"10.1111/add.16613","title":"Will Australia's tightened prescription system reduce nicotine vaping among young people?","year":2024,"lang":"en","type":"article","venue":"Addiction","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Waterloo","funders":"National Cancer Institute; Canadian Institutes of Health Research; Ontario Institute for Cancer Research","keywords":"Medical prescription; Nicotine; Medicine; Quit smoking; Young adult; Environmental health; Smoke; Smoking cessation; Youth smoking; Cigarette smoking; Tobacco control; Advertising; Public health; Psychiatry; Gerontology; Business; Pharmacology; Nursing; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002276614,0.0001356327,0.0001596549,0.0001906865,0.0001127948,0.00008823759,0.00004026422,0.0001551914,0.0002182477],"category_scores_gemma":[0.00002648689,0.0001244211,0.00009177034,0.000356299,0.00002377302,0.0005548908,0.00001282854,0.0002282099,0.00004249793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193454,"about_ca_system_score_gemma":0.00004016008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006756467,"about_ca_topic_score_gemma":0.00005321291,"domain_scores_codex":[0.9988583,0.00004154059,0.000261431,0.0003137177,0.0003356358,0.0001893487],"domain_scores_gemma":[0.9995317,0.00001742011,0.00005820579,0.0002101391,0.00007983796,0.0001026588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002273051,0.0001777373,0.7799225,0.001249438,0.0003079837,0.00007883365,0.003357659,0.0001414704,0.1783804,0.003588231,0.02177125,0.01079719],"study_design_scores_gemma":[0.0005073858,0.0001324923,0.9805434,0.00122263,0.0006458377,0.0002930062,0.0004508927,0.003742901,0.01048263,0.00001490572,0.00180441,0.0001595017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919902,0.0001512384,0.002094815,0.0001999591,0.002901454,0.0003510454,0.00000917426,0.0007857437,0.001516356],"genre_scores_gemma":[0.9954897,0.00002705847,0.00005019763,0.00001099807,0.0007532362,0.0000682688,0.0002569872,0.00003067006,0.003312854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2006209,"threshold_uncertainty_score":0.5073745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0260104331464341,"score_gpt":0.2893168096304247,"score_spread":0.2633063764839906,"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."}}