{"id":"W4409163734","doi":"10.1186/s13011-025-00646-w","title":"Mapping Colombians’ positions on national policies to control tobacco and marijuana consumption: a pilot study","year":2025,"lang":"en","type":"article","venue":"Substance Abuse Treatment Prevention and Policy","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"Fundacion Universitaria Konrad Lorenz; Canada Research Chairs","keywords":"Health psychology; Tobacco control; Consumption (sociology); Public health; Environmental health; Social policy; Tobacco use; Geography; Political science; Medicine; Sociology; Social science; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001100967,0.0001519467,0.0002064908,0.0004203853,0.0002200789,0.00005514255,0.00002689569,0.00003511925,0.00004093627],"category_scores_gemma":[0.00001525488,0.0001378142,0.00003678581,0.0003236776,0.00004380805,0.00008148455,0.000004598731,0.00005770924,0.000007360635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000346444,"about_ca_system_score_gemma":0.00009548639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002187558,"about_ca_topic_score_gemma":0.0005550737,"domain_scores_codex":[0.999139,0.00006770359,0.000206062,0.000249455,0.0001808412,0.0001569142],"domain_scores_gemma":[0.9995604,0.0000651147,0.00005062283,0.0001405727,0.00008758496,0.00009572876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008264351,0.003281933,0.9625642,0.00003160227,0.0003468884,0.00001021717,0.006302427,0.000009453065,0.0009730553,0.01487345,0.0004790919,0.0103012],"study_design_scores_gemma":[0.006196183,0.002545523,0.9887268,0.0002083033,0.0001677637,0.00000989937,0.0007439518,0.000005550028,0.000121058,0.0005267801,0.0006469319,0.0001012868],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941761,0.0001196198,0.000172551,0.002622385,0.00006265238,0.001295714,0.00003309343,0.00006419623,0.001453662],"genre_scores_gemma":[0.9938834,0.0003031118,0.00004338283,0.001381083,0.00006681708,0.000277405,0.0000391559,0.000008484734,0.003997202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02616253,"threshold_uncertainty_score":0.5619899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05834547696747747,"score_gpt":0.3727731721246316,"score_spread":0.3144276951571541,"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."}}