{"id":"W3029664627","doi":"10.1093/ntr/ntaa102","title":"Estimating the Population Health Impact of Recently Introduced Modified Risk Tobacco Products: A Comparison of Different Approaches","year":2020,"lang":"en","type":"review","venue":"Nicotine & Tobacco Research","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; University of Michigan","keywords":"Population; Medicine; Environmental health; Strengths and weaknesses; Cohort; Epidemiology; Risk assessment; Computer science; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01272836,0.00179646,0.001811206,0.003486614,0.0003895456,0.00242043,0.003846163,0.001923206,0.002934151],"category_scores_gemma":[0.02731833,0.0009170741,0.006381668,0.002400863,0.0007398549,0.002171659,0.002325094,0.00158518,0.0002791082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003713097,"about_ca_system_score_gemma":0.002636531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02354216,"about_ca_topic_score_gemma":0.01407045,"domain_scores_codex":[0.9928878,0.005050326,0.0003191544,0.0007322414,0.0008277757,0.0001827859],"domain_scores_gemma":[0.9766477,0.02033725,0.001184487,0.0007011606,0.0008958376,0.0002335048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008469486,0.0003398904,0.05713087,0.002578411,0.006360132,0.0002454769,0.0004523603,0.8281202,0.0007624173,0.01401735,0.001123871,0.08802213],"study_design_scores_gemma":[0.0002544803,0.001464246,0.02980717,0.001896343,0.00354122,0.0004688096,0.0006975943,0.9007938,0.001764701,0.05143294,0.007578216,0.0003004802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.3738804,0.04768549,0.5508038,0.004346012,0.000448631,0.001664122,0.004908406,0.0007359853,0.01552706],"genre_scores_gemma":[0.7927381,0.02289454,0.1771726,0.0009111114,0.0001827253,0.001157774,0.002595677,0.0002782465,0.002069071],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02354216,"threshold_uncertainty_score":0.0673148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.35951539157694,"score_gpt":0.500938885089238,"score_spread":0.141423493512298,"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."}}