{"id":"W2890876014","doi":"10.23889/ijpds.v3i4.619","title":"Varenicline is More Effective than Nicotine Replacement Therapy During Pregnancy: Findings from the Smoking MUMS (Maternal Use of Medications and Safety) Study","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Varenicline; Nicotine replacement therapy; Medicine; Smoking cessation; Pregnancy; Population; Nicotine; Obstetrics; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008728642,0.0003703409,0.0006240425,0.0004844024,0.0004783061,0.001092609,0.0007061966,0.0008889362,0.002938113],"category_scores_gemma":[0.01261934,0.0006441916,0.002367839,0.0009483913,0.0003966127,0.0005694632,0.0007836889,0.001295547,0.0002262289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004349534,"about_ca_system_score_gemma":0.0006249043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006295934,"about_ca_topic_score_gemma":0.006050802,"domain_scores_codex":[0.9957281,0.002518683,0.0004748613,0.0005361513,0.0005179381,0.00022425],"domain_scores_gemma":[0.9888563,0.004468112,0.004471956,0.000822384,0.0003845736,0.0009968039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00287479,0.0001639874,0.9839376,0.0003513914,0.003156215,0.0001301003,0.000338907,0.00004132818,0.0002149504,0.0001463344,0.000571973,0.008072538],"study_design_scores_gemma":[0.0002579384,0.0007314108,0.9963181,0.0001314891,0.001384471,0.0001495887,0.0001994034,0.0001060959,0.00004129959,0.00006353713,0.0006074163,0.000009284724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860285,0.01015991,0.0001837616,0.000845445,0.00009118245,0.000057415,0.001175077,0.000008231164,0.001450536],"genre_scores_gemma":[0.9957487,0.002509561,0.00016799,0.0003972933,0.0001245064,0.00004180829,0.0005602236,0.000005518744,0.0004444633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008728642,"threshold_uncertainty_score":0.04616201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0785433513082347,"score_gpt":0.406455002925815,"score_spread":0.3279116516175803,"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."}}