{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007653661,0.0001016335,0.0001343627,0.0001788782,0.0004638821,0.000175395,0.0005914488,0.00003108977,0.00008176238],"category_scores_gemma":[0.0004953875,0.00006863702,0.0000348731,0.000222514,0.0002181981,0.001053238,0.0002102656,0.0001409219,3.568423e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241782,"about_ca_system_score_gemma":0.00007004708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000658592,"about_ca_topic_score_gemma":0.00004814789,"domain_scores_codex":[0.9979984,0.00003753691,0.0004494547,0.0003337568,0.001047605,0.0001333057],"domain_scores_gemma":[0.9983191,0.0001776876,0.0003509269,0.0004268523,0.0006536759,0.00007168807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004374292,0.0001169127,0.989961,0.000002401299,0.0001056246,0.000001631552,0.001505812,0.000005078848,0.002374819,0.00004229707,0.0000617272,0.005385239],"study_design_scores_gemma":[0.002292219,0.0002460521,0.9910473,0.0003342445,0.00009128074,0.00006291279,0.0002571952,0.001573636,0.003784226,0.00008891217,0.0001566056,0.00006546946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952853,0.00004070891,0.00159459,0.001250447,0.0008992044,0.000637885,0.0002754227,0.00001290892,0.000003475485],"genre_scores_gemma":[0.9986405,0.00008883625,0.0005523879,0.0001105767,0.0003308191,0.00001671107,0.0002051522,0.00000962981,0.00004533768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005319769,"threshold_uncertainty_score":0.3567853,"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."}}