{"id":"W1901154202","doi":"10.1093/ntr/ntv119","title":"Effect of a Digital Social Media Campaign on Young Adult Smoking Cessation","year":2015,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Canadian Cancer Society; Public Health Ontario; University of Toronto; University of Waterloo","funders":"University of Waterloo","keywords":"Smoking cessation; Medicine; Young adult; Odds; Demography; Odds ratio; Logistic regression; Social media; Quit smoking; Gerontology; Internal medicine","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":[0.00244716,0.0001575432,0.0003260331,0.0003590342,0.0001196545,0.00007966729,0.0001659181,0.0001944754,0.00008561125],"category_scores_gemma":[0.003304985,0.0001275015,0.000107035,0.0006831248,0.0001471541,0.0001969181,0.00007946369,0.0006201833,0.00002873187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003345118,"about_ca_system_score_gemma":0.0002115874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001439944,"about_ca_topic_score_gemma":0.00002749666,"domain_scores_codex":[0.9965127,0.0003009287,0.0003168683,0.0003114068,0.002134834,0.0004233116],"domain_scores_gemma":[0.9978122,0.000616224,0.00009707639,0.0002923795,0.0009921711,0.0001899261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008331952,0.0002180332,0.9490654,0.00007661957,0.00002830346,0.00001273864,0.002192001,0.000003004494,0.0009715596,0.0002905334,0.003686522,0.04262209],"study_design_scores_gemma":[0.01014323,0.004798749,0.8871493,0.000442693,0.0001923986,0.00003972338,0.002955396,0.00009397274,0.09321735,0.0002689473,0.0003641028,0.0003341641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894444,0.00002103767,0.00001311238,0.0004221179,0.0002793623,0.0004151598,0.00001715818,0.00006746862,0.009320233],"genre_scores_gemma":[0.998829,0.000004757933,0.000006889263,0.00002082538,0.000668738,0.00004599927,0.0001721864,0.00003479405,0.0002167835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09224579,"threshold_uncertainty_score":0.5199359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014093835043008,"score_gpt":0.4067945492547149,"score_spread":0.3053851657504141,"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."}}