{"id":"W2042089433","doi":"10.1016/j.ypmed.2009.06.015","title":"Do risk-minimizing beliefs about smoking inhibit quitting? Findings from the International Tobacco Control (ITC) Four-Country Survey","year":2009,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"National Cancer Institute; Cancer Research UK","keywords":"Medicine; Tobacco control; Environmental health; Smoking cessation; Tobacco use; Public health; Pathology","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":[0.002977951,0.0003000334,0.0005141292,0.0001467063,0.0002758761,0.00006884028,0.0003526738,0.0001642101,0.0008578248],"category_scores_gemma":[0.002878523,0.0002032647,0.000130336,0.0003426903,0.000159574,0.0001736132,0.00006121984,0.0007456825,0.00001052115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342087,"about_ca_system_score_gemma":0.00008122353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766232,"about_ca_topic_score_gemma":0.000127534,"domain_scores_codex":[0.9970873,0.0002775671,0.0006528606,0.0005145704,0.001094586,0.0003731065],"domain_scores_gemma":[0.9975974,0.001085316,0.0004184549,0.0004255394,0.0003387587,0.0001345065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002528266,0.0001083779,0.9707831,0.000005642647,0.0001935202,0.00002619965,0.001945495,0.000003361375,0.001481868,0.00007296591,0.003630844,0.02149585],"study_design_scores_gemma":[0.005405611,0.0002575049,0.9893871,0.001165753,0.0005949468,0.00002007252,0.0005485729,0.00005171119,0.0007107403,0.0004847196,0.001181877,0.0001914225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901811,0.0007627067,0.001591484,0.003741048,0.001209799,0.0005820228,0.0001032965,0.00009926535,0.001729243],"genre_scores_gemma":[0.9943116,0.0001870668,0.00007219664,0.002993222,0.001601038,0.0000266771,0.0004147376,0.00003009285,0.0003633535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02130443,"threshold_uncertainty_score":0.939258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03301759334841396,"score_gpt":0.3080571157856377,"score_spread":0.2750395224372237,"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."}}