{"id":"W2112437927","doi":"10.1136/tc.2007.023895","title":"Tobacco use and cessation counselling: cross-country. Data from the Global Health Professions Student Survey (GHPSS), 2005–7","year":2008,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Public Health Association","funders":"Centers for Disease Control and Prevention","keywords":"Pharmacy; Smoking cessation; Medicine; Tobacco control; Intervention (counseling); Family medicine; Public health; Health professionals; Nursing; Medical education; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315532,0.0002363134,0.0004154271,0.00002970545,0.0006223152,0.0001999838,0.000366329,0.0001551889,0.0001290538],"category_scores_gemma":[0.0002884993,0.0001659518,0.00004085396,0.000221224,0.0001793456,0.0005283522,0.00007166491,0.0003105769,0.00001522614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002302126,"about_ca_system_score_gemma":0.0004587049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056733,"about_ca_topic_score_gemma":0.006704567,"domain_scores_codex":[0.9975591,0.0003129655,0.0005093771,0.0005458696,0.0006553323,0.0004173427],"domain_scores_gemma":[0.9975725,0.0005384956,0.0002731687,0.001142949,0.0002613837,0.0002115469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003029115,0.0002155681,0.9897954,0.000004094009,0.00007926905,0.0000125235,0.0003647485,0.00001277232,0.00001787497,0.00007313213,0.007892272,0.001229473],"study_design_scores_gemma":[0.003957549,0.00007352529,0.9915665,0.00006800376,0.0001381455,0.0000256294,0.0001695097,0.0001175519,0.000004576701,0.00004113571,0.003682166,0.0001557182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917186,0.001124519,0.001207661,0.001901594,0.0006056384,0.001059848,0.002239172,0.0001068969,0.00003610114],"genre_scores_gemma":[0.9930238,0.0009810646,0.00003910618,0.002788464,0.000381811,0.00003445938,0.00256979,0.0000235398,0.0001579767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004210106,"threshold_uncertainty_score":0.9960214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206034345044913,"score_gpt":0.4021589923101079,"score_spread":0.2815555578056166,"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."}}